library("RCurl")
library(jsonlite)
library(ggplot2)
library(class)
library(caret)## Loading required package: latticelibrary(e1071)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(tidyverse)## ── Attaching packages
## ───────────────────────────────────────
## tidyverse 1.3.2 ──## ✔ tibble 3.1.8 ✔ purrr 0.3.4
## ✔ tidyr 1.2.0 ✔ stringr 1.4.0
## ✔ readr 2.1.2 ✔ forcats 0.5.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ tidyr::complete() masks RCurl::complete()
## ✖ dplyr::filter() masks stats::filter()
## ✖ purrr::flatten() masks jsonlite::flatten()
## ✖ dplyr::lag() masks stats::lag()
## ✖ purrr::lift() masks caret::lift()library(aws.s3)
library(gtools)##
## Attaching package: 'gtools'
##
## The following object is masked from 'package:e1071':
##
## permutationslibrary(openxlsx)
creativity <- read.table(textConnection(getURL(
"https://smuds6306.s3.us-east-2.amazonaws.com/Creativity.csv"
)), sep=",", header=TRUE)
iris3 <- jsonlite::fromJSON("https://smuds6306.s3.us-east-2.amazonaws.com/iris.json")
climate <- read.table(textConnection(getURL(
"https://cgiardata.s3-us-west-2.amazonaws.com/ccafs/amzn.csv"
)), sep=",", header=TRUE)Sys.setenv("AWS_ACCESS_KEY_ID" = "AKIAVW4VHW4VPB7MHZWA",
"AWS_SECRET_ACCESS_KEY" = "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",
"AWS_DEFAULT_REGION" = "us-east-2")# Using aws.s3
aws.s3::bucketlist()## Bucket CreationDate
## 1 smuddsproject2 2022-07-26T14:50:49.000Z
## 2 smuds6306 2021-11-16T13:35:36.000Z
## 3 smuds6306breakout 2021-11-17T00:23:04.000Zaws.s3::get_bucket("smuddsproject2")## Bucket: smuddsproject2
##
## $Contents
## Key: Case2PredictionsClassifyEXAMPLE.csv
## LastModified: 2022-07-18T19:01:53.000Z
## ETag: "bd1de75effe9449f7d49a4de5116205a"
## Size (B): 3012
## Owner: 6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3
## Storage class: STANDARD
##
## $Contents
## Key: Case2PredictionsRegressEXAMPLE.csv
## LastModified: 2022-07-18T19:01:51.000Z
## ETag: "a0f1f01c30e2cd00488822ad3c9aa6fe"
## Size (B): 3187
## Owner: 6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3
## Storage class: STANDARD
##
## $Contents
## Key: CaseStudy2-data.csv
## LastModified: 2022-07-18T19:00:38.000Z
## ETag: "d68dd080517407fb3a4f05d91fed27d7"
## Size (B): 138428
## Owner: 6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3
## Storage class: STANDARD
##
## $Contents
## Key: CaseStudy2CompSet No Attrition.csv
## LastModified: 2022-07-18T19:01:55.000Z
## ETag: "6c9d92b8a6fc5fd805ff0a5d4dfddde0"
## Size (B): 47686
## Owner: 6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3
## Storage class: STANDARD
##
## $Contents
## Key: CaseStudy2CompSet No Salary.xlsx
## LastModified: 2022-07-18T19:01:56.000Z
## ETag: "bdcb211847739638a631f828a3278339"
## Size (B): 56381
## Owner: 6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3
## Storage class: STANDARD#Read in Creativity.csv
turnoverDataframe = s3read_using(FUN = read.csv,
bucket = "smuddsproject2",
object = "CaseStudy2-data.csv")
noAttritionDataframe = s3read_using(FUN = read.csv,
bucket = "smuddsproject2",
object = "CaseStudy2CompSet No Attrition.csv")
turnoverDataframe$Attrition = as.factor(turnoverDataframe$Attrition)
noSalaryDataframeCSV = data.frame(read.csv("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/CaseStudy2CompSet_No_Salary.csv"))turnoverDataframe## ID Age Attrition BusinessTravel DailyRate Department
## 1 1 32 No Travel_Rarely 117 Sales
## 2 2 40 No Travel_Rarely 1308 Research & Development
## 3 3 35 No Travel_Frequently 200 Research & Development
## 4 4 32 No Travel_Rarely 801 Sales
## 5 5 24 No Travel_Frequently 567 Research & Development
## 6 6 27 No Travel_Frequently 294 Research & Development
## 7 7 41 No Travel_Rarely 1283 Research & Development
## 8 8 37 No Travel_Rarely 309 Sales
## 9 9 34 No Travel_Rarely 1333 Sales
## 10 10 34 No Travel_Frequently 653 Research & Development
## 11 11 43 No Travel_Rarely 823 Research & Development
## 12 12 28 No Non-Travel 280 Human Resources
## 13 13 35 No Travel_Rarely 950 Research & Development
## 14 14 30 No Travel_Rarely 202 Sales
## 15 15 46 No Travel_Rarely 991 Human Resources
## 16 16 31 No Non-Travel 1188 Sales
## 17 17 32 No Travel_Rarely 498 Research & Development
## 18 18 46 No Non-Travel 1144 Research & Development
## 19 19 34 No Travel_Rarely 181 Research & Development
## 20 20 44 No Travel_Rarely 170 Research & Development
## 21 21 36 No Travel_Rarely 913 Research & Development
## 22 22 48 No Travel_Rarely 817 Sales
## 23 23 43 No Travel_Frequently 1001 Research & Development
## 24 24 31 No Travel_Frequently 715 Sales
## 25 25 33 No Travel_Rarely 1069 Research & Development
## 26 26 44 No Travel_Rarely 1099 Sales
## 27 27 38 No Travel_Rarely 1245 Sales
## 28 28 33 Yes Travel_Rarely 603 Sales
## 29 29 53 Yes Travel_Rarely 1168 Sales
## 30 30 52 No Non-Travel 715 Research & Development
## 31 31 32 No Travel_Frequently 689 Sales
## 32 32 33 No Travel_Rarely 267 Research & Development
## 33 33 46 No Travel_Rarely 488 Sales
## 34 34 35 No Travel_Rarely 982 Research & Development
## 35 35 32 No Travel_Rarely 1373 Research & Development
## 36 36 32 No Travel_Frequently 1311 Research & Development
## 37 37 35 Yes Travel_Rarely 737 Sales
## 38 38 36 Yes Travel_Rarely 1456 Sales
## 39 39 56 No Travel_Rarely 206 Human Resources
## 40 40 31 No Travel_Frequently 793 Sales
## 41 41 58 No Non-Travel 350 Sales
## 42 42 45 No Travel_Rarely 954 Sales
## 43 43 49 No Travel_Rarely 464 Research & Development
## 44 44 42 No Travel_Rarely 1059 Research & Development
## 45 45 23 No Travel_Rarely 373 Research & Development
## 46 46 42 No Travel_Frequently 748 Research & Development
## 47 47 32 Yes Travel_Rarely 964 Sales
## 48 48 38 No Travel_Rarely 770 Sales
## 49 49 18 Yes Travel_Frequently 1306 Sales
## 50 50 27 No Non-Travel 691 Research & Development
## 51 51 38 No Travel_Rarely 362 Research & Development
## 52 52 58 No Travel_Rarely 1055 Research & Development
## 53 53 44 No Travel_Rarely 1117 Research & Development
## 54 54 45 No Non-Travel 805 Research & Development
## 55 55 31 No Travel_Rarely 746 Research & Development
## 56 56 41 No Travel_Rarely 548 Research & Development
## 57 57 42 Yes Travel_Frequently 933 Research & Development
## 58 58 29 No Travel_Rarely 1370 Research & Development
## 59 59 37 No Non-Travel 728 Research & Development
## 60 60 25 Yes Travel_Frequently 599 Sales
## 61 61 36 Yes Travel_Rarely 530 Sales
## 62 62 36 No Travel_Rarely 325 Research & Development
## 63 63 31 No Travel_Rarely 1154 Sales
## 64 64 18 No Non-Travel 1431 Research & Development
## 65 65 24 Yes Travel_Rarely 984 Research & Development
## 66 66 32 No Travel_Rarely 334 Research & Development
## 67 67 35 No Travel_Rarely 1017 Research & Development
## 68 68 23 No Travel_Rarely 571 Research & Development
## 69 69 35 No Travel_Frequently 664 Research & Development
## 70 70 37 No Travel_Rarely 1372 Research & Development
## 71 71 41 No Travel_Rarely 642 Research & Development
## 72 72 28 No Travel_Rarely 866 Sales
## 73 73 35 Yes Travel_Rarely 556 Research & Development
## 74 74 41 No Travel_Rarely 167 Research & Development
## 75 75 52 Yes Travel_Rarely 1030 Sales
## 76 76 30 No Travel_Frequently 721 Research & Development
## 77 77 34 No Travel_Rarely 971 Sales
## 78 78 46 No Travel_Rarely 563 Sales
## 79 79 45 No Non-Travel 1052 Sales
## 80 80 31 No Travel_Rarely 1276 Research & Development
## 81 81 37 Yes Travel_Rarely 1141 Research & Development
## 82 82 35 No Travel_Rarely 1370 Research & Development
## 83 83 38 No Travel_Frequently 508 Research & Development
## 84 84 37 No Travel_Rarely 1319 Research & Development
## 85 85 36 No Travel_Rarely 429 Research & Development
## 86 86 59 No Travel_Rarely 715 Research & Development
## 87 87 47 No Travel_Rarely 703 Sales
## 88 88 35 Yes Travel_Rarely 622 Research & Development
## 89 89 27 No Travel_Frequently 994 Sales
## 90 90 46 No Travel_Rarely 705 Sales
## 91 91 38 No Travel_Frequently 1490 Research & Development
## 92 92 29 Yes Travel_Rarely 408 Sales
## 93 93 37 Yes Travel_Rarely 1373 Research & Development
## 94 94 35 No Travel_Rarely 670 Research & Development
## 95 95 50 No Travel_Rarely 1452 Research & Development
## 96 96 42 No Travel_Rarely 635 Sales
## 97 97 46 No Travel_Rarely 228 Sales
## 98 98 37 No Non-Travel 1040 Research & Development
## 99 99 29 No Travel_Frequently 410 Research & Development
## 100 100 34 No Travel_Rarely 401 Research & Development
## 101 101 27 No Travel_Rarely 1377 Research & Development
## 102 102 31 No Travel_Rarely 326 Sales
## 103 103 34 No Non-Travel 1381 Sales
## 104 104 23 No Travel_Rarely 885 Research & Development
## 105 105 53 No Travel_Rarely 447 Research & Development
## 106 106 26 No Travel_Rarely 1384 Research & Development
## 107 107 29 No Non-Travel 1496 Research & Development
## 108 108 55 No Travel_Rarely 189 Human Resources
## 109 109 46 Yes Travel_Rarely 261 Research & Development
## 110 110 32 No Travel_Rarely 529 Research & Development
## 111 111 28 No Travel_Frequently 773 Research & Development
## 112 112 52 No Travel_Rarely 1053 Research & Development
## 113 113 52 No Travel_Rarely 994 Research & Development
## 114 114 35 No Non-Travel 1225 Research & Development
## 115 115 35 No Travel_Rarely 1361 Sales
## 116 116 37 No Non-Travel 1252 Sales
## 117 117 25 No Travel_Rarely 1356 Sales
## 118 118 29 No Travel_Rarely 1378 Research & Development
## 119 119 41 No Travel_Rarely 465 Research & Development
## 120 120 34 No Travel_Rarely 404 Research & Development
## 121 121 36 No Non-Travel 427 Research & Development
## 122 122 21 No Travel_Rarely 501 Sales
## 123 123 45 No Travel_Rarely 930 Sales
## 124 124 38 No Travel_Rarely 243 Sales
## 125 125 29 No Travel_Frequently 442 Sales
## 126 126 35 No Travel_Rarely 1224 Sales
## 127 127 32 Yes Travel_Frequently 1125 Research & Development
## 128 128 45 No Travel_Rarely 556 Research & Development
## 129 129 43 No Travel_Rarely 930 Research & Development
## 130 130 46 No Travel_Rarely 1319 Sales
## 131 131 29 No Travel_Rarely 991 Sales
## 132 132 49 No Travel_Rarely 1313 Sales
## 133 133 42 No Travel_Frequently 1368 Research & Development
## 134 134 39 No Travel_Rarely 492 Research & Development
## 135 135 43 No Travel_Frequently 559 Research & Development
## 136 136 40 No Travel_Frequently 791 Research & Development
## 137 137 29 Yes Travel_Rarely 805 Research & Development
## 138 138 54 No Travel_Rarely 1441 Research & Development
## 139 139 39 Yes Travel_Rarely 1122 Research & Development
## 140 140 37 No Travel_Rarely 1189 Sales
## 141 141 56 No Travel_Rarely 1369 Research & Development
## 142 142 58 No Travel_Rarely 848 Research & Development
## 143 143 46 No Travel_Rarely 566 Research & Development
## 144 144 37 No Travel_Rarely 228 Sales
## 145 145 40 No Travel_Rarely 1202 Research & Development
## 146 146 29 No Non-Travel 746 Sales
## 147 147 33 No Travel_Rarely 931 Research & Development
## 148 148 33 No Travel_Rarely 1242 Sales
## 149 149 24 No Travel_Rarely 477 Research & Development
## 150 150 28 No Travel_Rarely 580 Research & Development
## 151 151 31 Yes Travel_Rarely 1365 Sales
## 152 152 32 No Travel_Rarely 929 Sales
## 153 153 32 No Travel_Rarely 906 Sales
## 154 154 41 No Travel_Rarely 447 Research & Development
## 155 155 34 No Travel_Rarely 546 Research & Development
## 156 156 30 No Non-Travel 641 Sales
## 157 157 40 No Travel_Rarely 444 Sales
## 158 158 39 Yes Travel_Frequently 203 Research & Development
## 159 159 43 No Travel_Frequently 1082 Research & Development
## 160 160 42 No Travel_Frequently 458 Research & Development
## 161 161 30 No Travel_Rarely 852 Research & Development
## 162 162 28 Yes Non-Travel 1366 Research & Development
## 163 163 33 No Travel_Rarely 1216 Sales
## 164 164 42 No Travel_Rarely 916 Research & Development
## 165 165 35 No Travel_Rarely 1232 Sales
## 166 166 20 Yes Travel_Rarely 500 Sales
## 167 167 49 No Travel_Rarely 301 Research & Development
## 168 168 33 No Travel_Rarely 922 Research & Development
## 169 169 52 No Travel_Rarely 956 Research & Development
## 170 170 29 No Travel_Rarely 1107 Research & Development
## 171 171 30 No Travel_Rarely 501 Sales
## 172 172 47 No Non-Travel 1169 Research & Development
## 173 173 46 No Travel_Frequently 1034 Research & Development
## 174 174 33 No Travel_Rarely 536 Sales
## 175 175 53 No Travel_Rarely 1376 Sales
## 176 176 21 No Travel_Rarely 984 Research & Development
## 177 177 55 Yes Travel_Rarely 725 Research & Development
## 178 178 26 Yes Travel_Frequently 342 Research & Development
## 179 179 32 No Travel_Frequently 967 Sales
## 180 180 38 No Travel_Rarely 702 Sales
## 181 181 35 No Travel_Rarely 819 Research & Development
## 182 182 38 No Travel_Rarely 1009 Sales
## 183 183 43 No Travel_Frequently 957 Research & Development
## 184 184 39 No Travel_Rarely 1089 Research & Development
## 185 185 39 No Travel_Frequently 443 Research & Development
## 186 186 28 No Travel_Rarely 1158 Research & Development
## 187 187 25 No Travel_Frequently 772 Research & Development
## 188 188 47 No Travel_Rarely 1225 Sales
## 189 189 50 No Travel_Rarely 797 Research & Development
## 190 190 28 No Non-Travel 120 Sales
## 191 191 30 No Travel_Rarely 1275 Research & Development
## 192 192 31 No Travel_Frequently 1125 Sales
## 193 193 46 No Travel_Rarely 1485 Research & Development
## 194 194 48 No Travel_Rarely 163 Sales
## 195 195 26 No Travel_Rarely 683 Research & Development
## 196 196 51 No Travel_Rarely 833 Research & Development
## 197 197 51 No Travel_Rarely 432 Research & Development
## 198 198 49 No Travel_Rarely 174 Sales
## 199 199 44 No Travel_Rarely 477 Research & Development
## 200 200 24 No Travel_Rarely 823 Research & Development
## 201 201 40 Yes Non-Travel 1479 Sales
## 202 202 32 No Travel_Rarely 548 Research & Development
## 203 203 32 No Travel_Rarely 859 Research & Development
## 204 204 28 Yes Travel_Rarely 654 Research & Development
## 205 205 32 No Travel_Rarely 1401 Sales
## 206 206 44 No Travel_Rarely 661 Research & Development
## 207 207 43 Yes Travel_Rarely 1372 Sales
## 208 208 38 Yes Travel_Rarely 1180 Research & Development
## 209 209 30 No Travel_Rarely 201 Research & Development
## 210 210 41 No Travel_Rarely 802 Sales
## 211 211 41 No Travel_Rarely 582 Research & Development
## 212 212 42 No Travel_Rarely 265 Sales
## 213 213 37 No Travel_Rarely 1225 Research & Development
## 214 214 42 No Travel_Rarely 932 Research & Development
## 215 215 27 No Travel_Rarely 1115 Research & Development
## 216 216 40 No Travel_Rarely 896 Research & Development
## 217 217 38 No Travel_Rarely 1495 Research & Development
## 218 218 48 No Travel_Frequently 117 Research & Development
## 219 219 30 No Travel_Rarely 438 Research & Development
## 220 220 26 No Travel_Rarely 583 Research & Development
## 221 221 34 No Travel_Rarely 304 Sales
## 222 222 45 Yes Travel_Frequently 306 Sales
## 223 223 33 No Non-Travel 530 Sales
## 224 224 28 No Travel_Rarely 1423 Research & Development
## 225 225 38 No Travel_Rarely 1206 Research & Development
## 226 226 30 No Travel_Rarely 911 Research & Development
## 227 227 35 No Travel_Rarely 464 Research & Development
## 228 228 22 No Travel_Rarely 1136 Research & Development
## 229 229 24 No Travel_Rarely 1353 Sales
## 230 230 49 No Travel_Rarely 465 Research & Development
## 231 231 45 No Travel_Rarely 1329 Research & Development
## 232 232 35 No Travel_Rarely 890 Sales
## 233 233 47 Yes Travel_Frequently 1093 Sales
## 234 234 54 No Travel_Rarely 1147 Sales
## 235 235 43 No Travel_Frequently 394 Sales
## 236 236 37 Yes Travel_Rarely 625 Sales
## 237 237 42 No Travel_Rarely 300 Research & Development
## 238 238 32 No Travel_Rarely 646 Research & Development
## 239 239 25 No Travel_Rarely 309 Human Resources
## 240 240 50 No Travel_Rarely 813 Research & Development
## 241 241 42 No Travel_Rarely 319 Research & Development
## 242 242 45 No Travel_Frequently 364 Research & Development
## 243 243 29 No Travel_Rarely 1328 Research & Development
## 244 244 25 Yes Travel_Rarely 383 Sales
## 245 245 29 No Travel_Rarely 718 Research & Development
## 246 246 29 No Travel_Rarely 1086 Research & Development
## 247 247 31 No Travel_Rarely 1232 Research & Development
## 248 248 32 No Travel_Rarely 234 Sales
## 249 249 41 No Travel_Frequently 1200 Research & Development
## 250 250 41 No Travel_Rarely 1276 Sales
## 251 251 33 No Non-Travel 1313 Research & Development
## 252 252 36 No Non-Travel 1229 Sales
## 253 253 45 No Travel_Rarely 252 Research & Development
## 254 254 31 Yes Travel_Rarely 359 Human Resources
## 255 255 40 No Non-Travel 218 Research & Development
## 256 256 43 No Non-Travel 343 Research & Development
## 257 257 31 No Travel_Frequently 444 Sales
## 258 258 30 No Travel_Rarely 855 Sales
## 259 259 34 No Travel_Rarely 1480 Sales
## 260 260 25 No Travel_Rarely 977 Research & Development
## 261 261 31 Yes Travel_Frequently 703 Sales
## 262 262 29 Yes Travel_Rarely 224 Research & Development
## 263 263 33 Yes Travel_Rarely 813 Research & Development
## 264 264 29 No Travel_Frequently 1404 Sales
## 265 265 24 No Travel_Rarely 1127 Research & Development
## 266 266 35 No Travel_Rarely 809 Research & Development
## 267 267 34 No Travel_Frequently 829 Research & Development
## 268 268 32 Yes Travel_Rarely 1259 Research & Development
## 269 269 33 No Travel_Frequently 1303 Research & Development
## 270 270 30 No Travel_Rarely 1176 Research & Development
## 271 271 45 No Non-Travel 589 Sales
## 272 272 34 No Travel_Rarely 1130 Research & Development
## 273 273 27 No Travel_Rarely 728 Sales
## 274 274 36 No Travel_Rarely 329 Sales
## 275 275 55 No Travel_Rarely 692 Research & Development
## 276 276 56 No Travel_Rarely 718 Research & Development
## 277 277 22 No Travel_Rarely 253 Research & Development
## 278 278 43 No Travel_Frequently 185 Research & Development
## 279 279 25 Yes Travel_Rarely 240 Sales
## 280 280 55 No Travel_Rarely 1229 Research & Development
## 281 281 43 No Travel_Rarely 1179 Sales
## 282 282 41 No Travel_Rarely 263 Research & Development
## 283 283 40 No Travel_Rarely 1194 Research & Development
## 284 284 31 No Travel_Rarely 691 Sales
## 285 285 38 No Travel_Rarely 433 Human Resources
## 286 286 33 No Travel_Rarely 589 Research & Development
## 287 287 22 Yes Travel_Rarely 391 Research & Development
## 288 288 34 No Travel_Rarely 1346 Research & Development
## 289 289 36 No Travel_Frequently 1467 Sales
## 290 290 35 No Travel_Rarely 384 Sales
## 291 291 45 No Travel_Rarely 974 Research & Development
## 292 292 36 No Non-Travel 1105 Research & Development
## 293 293 27 No Travel_Rarely 894 Research & Development
## 294 294 47 No Non-Travel 1162 Research & Development
## 295 295 40 No Travel_Rarely 898 Human Resources
## 296 296 35 No Travel_Rarely 1490 Research & Development
## 297 297 34 No Travel_Frequently 1069 Research & Development
## 298 298 34 Yes Travel_Frequently 658 Research & Development
## 299 299 31 Yes Non-Travel 335 Research & Development
## 300 300 28 Yes Travel_Rarely 1157 Research & Development
## 301 301 32 No Travel_Frequently 379 Sales
## 302 302 35 No Travel_Frequently 853 Sales
## 303 303 55 No Travel_Rarely 1441 Research & Development
## 304 304 35 No Travel_Rarely 1395 Research & Development
## 305 305 58 Yes Travel_Rarely 289 Research & Development
## 306 306 24 No Non-Travel 1269 Research & Development
## 307 307 50 No Travel_Rarely 804 Research & Development
## 308 308 34 No Non-Travel 697 Research & Development
## 309 309 55 No Travel_Frequently 135 Research & Development
## 310 310 25 No Travel_Rarely 810 Sales
## 311 311 34 No Travel_Rarely 1351 Research & Development
## 312 312 40 No Travel_Rarely 302 Research & Development
## 313 313 31 Yes Travel_Frequently 561 Research & Development
## 314 314 51 No Travel_Rarely 1169 Research & Development
## 315 315 60 No Travel_Rarely 1179 Sales
## 316 316 47 No Travel_Rarely 955 Sales
## 317 317 34 No Travel_Frequently 303 Sales
## 318 318 24 No Travel_Rarely 771 Research & Development
## 319 319 39 No Travel_Rarely 1498 Sales
## 320 320 19 No Travel_Rarely 265 Research & Development
## 321 321 32 No Non-Travel 1184 Research & Development
## 322 322 34 No Travel_Rarely 1397 Research & Development
## 323 323 30 No Travel_Frequently 1012 Research & Development
## 324 324 46 No Travel_Rarely 1003 Research & Development
## 325 325 39 No Travel_Rarely 466 Research & Development
## 326 326 27 No Travel_Rarely 618 Research & Development
## 327 327 44 No Travel_Rarely 1313 Research & Development
## 328 328 42 No Travel_Rarely 557 Research & Development
## 329 329 38 No Travel_Frequently 1394 Research & Development
## 330 330 42 No Travel_Rarely 1147 Human Resources
## 331 331 49 No Travel_Rarely 809 Research & Development
## 332 332 32 Yes Travel_Rarely 1045 Sales
## 333 333 44 Yes Travel_Frequently 429 Research & Development
## 334 334 27 No Travel_Rarely 608 Research & Development
## 335 335 59 No Non-Travel 1420 Human Resources
## 336 336 33 Yes Travel_Frequently 827 Research & Development
## 337 337 35 No Travel_Frequently 1182 Sales
## 338 338 34 No Travel_Frequently 618 Research & Development
## 339 339 50 Yes Travel_Frequently 959 Sales
## 340 340 27 No Travel_Rarely 1240 Research & Development
## 341 341 36 No Travel_Rarely 852 Research & Development
## 342 342 28 No Travel_Frequently 193 Research & Development
## 343 343 33 No Travel_Rarely 654 Research & Development
## 344 344 30 No Travel_Frequently 160 Research & Development
## 345 345 30 No Travel_Rarely 1329 Sales
## 346 346 39 No Travel_Rarely 119 Sales
## 347 347 34 No Travel_Frequently 1003 Research & Development
## 348 348 26 No Travel_Frequently 1479 Research & Development
## 349 349 44 No Non-Travel 111 Research & Development
## 350 350 56 No Travel_Rarely 832 Research & Development
## 351 351 42 No Travel_Rarely 1396 Research & Development
## 352 352 31 No Travel_Rarely 218 Sales
## 353 353 40 No Travel_Frequently 902 Research & Development
## 354 354 40 No Non-Travel 1142 Research & Development
## 355 355 41 No Travel_Rarely 796 Sales
## 356 356 34 No Travel_Rarely 1326 Sales
## 357 357 26 No Travel_Rarely 841 Research & Development
## 358 358 29 Yes Travel_Rarely 408 Research & Development
## 359 359 32 No Travel_Rarely 427 Research & Development
## 360 360 36 No Travel_Rarely 1403 Research & Development
## 361 361 52 No Travel_Rarely 699 Research & Development
## 362 362 29 Yes Travel_Frequently 746 Sales
## 363 363 52 Yes Travel_Rarely 266 Sales
## 364 364 40 No Travel_Rarely 1416 Research & Development
## 365 365 55 No Travel_Rarely 282 Research & Development
## 366 366 56 No Travel_Frequently 906 Sales
## 367 367 34 No Travel_Frequently 135 Research & Development
## 368 368 40 No Travel_Rarely 1342 Sales
## 369 369 23 No Travel_Rarely 977 Research & Development
## 370 370 32 No Travel_Rarely 1018 Research & Development
## 371 371 31 No Travel_Frequently 853 Research & Development
## 372 372 30 No Non-Travel 1398 Sales
## 373 373 45 No Travel_Frequently 1249 Research & Development
## 374 374 37 No Travel_Rarely 1470 Research & Development
## 375 375 20 No Travel_Rarely 727 Sales
## 376 376 50 No Travel_Frequently 333 Research & Development
## 377 377 36 Yes Travel_Rarely 885 Research & Development
## 378 378 42 No Travel_Rarely 419 Sales
## 379 379 29 No Travel_Rarely 942 Research & Development
## 380 380 30 Yes Travel_Rarely 138 Research & Development
## 381 381 47 No Travel_Rarely 1482 Research & Development
## 382 382 26 No Travel_Rarely 1355 Human Resources
## 383 383 48 No Travel_Rarely 1221 Sales
## 384 384 23 No Travel_Rarely 541 Sales
## 385 385 51 Yes Travel_Rarely 1323 Research & Development
## 386 386 38 No Travel_Rarely 1333 Research & Development
## 387 387 35 No Travel_Frequently 944 Sales
## 388 388 29 No Travel_Rarely 232 Research & Development
## 389 389 36 No Travel_Rarely 530 Sales
## 390 390 21 Yes Travel_Frequently 756 Sales
## 391 391 34 No Travel_Rarely 1111 Sales
## 392 392 26 No Travel_Rarely 1443 Sales
## 393 393 31 No Non-Travel 976 Research & Development
## 394 394 60 No Travel_Frequently 1499 Sales
## 395 395 42 No Travel_Frequently 1271 Research & Development
## 396 396 31 No Travel_Rarely 192 Research & Development
## 397 397 46 No Travel_Rarely 1009 Research & Development
## 398 398 34 Yes Travel_Rarely 1107 Human Resources
## 399 399 56 No Non-Travel 667 Research & Development
## 400 400 44 No Travel_Frequently 1193 Research & Development
## 401 401 30 No Travel_Rarely 317 Research & Development
## 402 402 42 No Non-Travel 926 Research & Development
## 403 403 47 No Travel_Rarely 207 Research & Development
## 404 404 36 No Travel_Rarely 711 Research & Development
## 405 405 35 No Travel_Rarely 1343 Research & Development
## 406 406 43 No Travel_Rarely 782 Research & Development
## 407 407 31 No Travel_Rarely 196 Sales
## 408 408 36 No Travel_Rarely 917 Research & Development
## 409 409 53 No Travel_Rarely 1219 Sales
## 410 410 43 No Travel_Rarely 589 Research & Development
## 411 411 36 No Travel_Rarely 1278 Human Resources
## 412 412 41 No Travel_Rarely 918 Sales
## 413 413 37 No Travel_Rarely 408 Research & Development
## 414 414 32 No Travel_Frequently 1318 Sales
## 415 415 34 Yes Travel_Frequently 296 Sales
## 416 416 35 No Non-Travel 1180 Research & Development
## 417 417 30 No Non-Travel 1116 Research & Development
## 418 418 36 No Travel_Frequently 566 Research & Development
## 419 419 37 No Travel_Rarely 977 Research & Development
## 420 420 29 No Travel_Rarely 986 Research & Development
## 421 421 34 No Travel_Rarely 1153 Research & Development
## 422 422 37 No Non-Travel 1063 Research & Development
## 423 423 31 Yes Travel_Rarely 249 Sales
## 424 424 18 No Non-Travel 1124 Research & Development
## 425 425 28 No Travel_Rarely 736 Sales
## 426 426 43 No Travel_Rarely 415 Sales
## 427 427 30 No Non-Travel 990 Research & Development
## 428 428 21 No Travel_Rarely 996 Research & Development
## 429 429 32 Yes Travel_Rarely 515 Research & Development
## 430 430 34 No Travel_Rarely 470 Research & Development
## 431 431 27 No Travel_Rarely 1377 Sales
## 432 432 40 No Non-Travel 458 Research & Development
## 433 433 49 Yes Travel_Frequently 1475 Research & Development
## 434 434 29 No Travel_Rarely 590 Research & Development
## 435 435 40 No Travel_Rarely 658 Sales
## 436 436 27 No Travel_Rarely 1130 Sales
## 437 437 28 Yes Travel_Rarely 890 Research & Development
## 438 438 26 No Travel_Rarely 157 Research & Development
## 439 439 50 Yes Travel_Rarely 869 Sales
## 440 440 38 No Travel_Rarely 827 Research & Development
## 441 441 32 No Travel_Frequently 1316 Research & Development
## 442 442 29 No Travel_Rarely 1082 Research & Development
## 443 443 28 Yes Travel_Rarely 529 Research & Development
## 444 444 44 No Travel_Rarely 528 Human Resources
## 445 445 46 No Travel_Rarely 734 Research & Development
## 446 446 47 No Travel_Rarely 465 Research & Development
## 447 447 38 No Travel_Frequently 1189 Research & Development
## 448 448 42 No Travel_Rarely 1128 Research & Development
## 449 449 38 No Travel_Frequently 653 Research & Development
## 450 450 45 No Non-Travel 336 Sales
## 451 451 33 No Travel_Rarely 501 Research & Development
## 452 452 44 No Travel_Rarely 1467 Research & Development
## 453 453 35 Yes Travel_Rarely 303 Sales
## 454 454 33 No Travel_Rarely 217 Sales
## 455 455 48 No Travel_Rarely 1236 Research & Development
## 456 456 40 No Travel_Rarely 611 Sales
## 457 457 31 No Travel_Rarely 1112 Sales
## 458 458 51 No Travel_Rarely 632 Sales
## 459 459 56 No Travel_Rarely 1255 Research & Development
## 460 460 36 No Travel_Rarely 172 Research & Development
## 461 461 42 No Travel_Frequently 1474 Research & Development
## 462 462 36 No Travel_Rarely 311 Research & Development
## 463 463 50 No Travel_Frequently 809 Sales
## 464 464 31 No Travel_Frequently 163 Research & Development
## 465 465 43 Yes Travel_Frequently 807 Research & Development
## 466 466 38 No Travel_Rarely 371 Research & Development
## 467 467 36 No Travel_Rarely 1157 Sales
## 468 468 36 No Travel_Rarely 132 Research & Development
## 469 469 26 Yes Non-Travel 265 Sales
## 470 470 53 No Travel_Rarely 1084 Research & Development
## 471 471 27 No Travel_Rarely 1354 Research & Development
## 472 472 29 Yes Travel_Frequently 459 Research & Development
## 473 473 45 No Travel_Rarely 193 Research & Development
## 474 474 45 No Travel_Rarely 1316 Research & Development
## 475 475 28 No Travel_Rarely 895 Research & Development
## 476 476 46 No Travel_Frequently 1211 Sales
## 477 477 37 No Travel_Rarely 342 Sales
## 478 478 26 No Travel_Rarely 775 Sales
## 479 479 52 No Travel_Rarely 258 Research & Development
## 480 480 37 No Travel_Rarely 161 Research & Development
## 481 481 29 No Travel_Rarely 136 Research & Development
## 482 482 31 No Travel_Rarely 1222 Research & Development
## 483 483 34 No Travel_Frequently 735 Research & Development
## 484 484 56 No Travel_Rarely 713 Research & Development
## 485 485 58 Yes Travel_Rarely 147 Research & Development
## 486 486 41 Yes Travel_Rarely 1102 Sales
## 487 487 30 Yes Travel_Rarely 945 Sales
## 488 488 31 No Travel_Rarely 670 Research & Development
## 489 489 48 Yes Travel_Rarely 626 Research & Development
## 490 490 34 No Travel_Rarely 970 Research & Development
## 491 491 49 No Travel_Frequently 636 Research & Development
## 492 492 50 No Travel_Rarely 1322 Research & Development
## 493 493 29 No Travel_Rarely 469 Sales
## 494 494 35 No Travel_Rarely 1029 Research & Development
## 495 495 36 No Travel_Rarely 1266 Sales
## 496 496 51 No Travel_Rarely 1318 Sales
## 497 497 45 No Travel_Rarely 192 Research & Development
## 498 498 37 No Travel_Frequently 889 Research & Development
## 499 499 36 No Travel_Rarely 1299 Research & Development
## 500 500 39 No Non-Travel 1251 Sales
## 501 501 58 Yes Travel_Rarely 601 Research & Development
## 502 502 28 Yes Travel_Rarely 103 Research & Development
## 503 503 48 Yes Travel_Frequently 708 Sales
## 504 504 29 No Travel_Rarely 1389 Research & Development
## 505 505 47 No Travel_Rarely 359 Research & Development
## 506 506 32 No Travel_Rarely 824 Research & Development
## 507 507 33 Yes Travel_Rarely 350 Sales
## 508 508 51 No Travel_Frequently 541 Sales
## 509 509 37 No Travel_Frequently 319 Sales
## 510 510 41 Yes Travel_Rarely 1360 Research & Development
## 511 511 38 No Travel_Rarely 345 Sales
## 512 512 39 No Non-Travel 1485 Research & Development
## 513 513 32 No Travel_Frequently 585 Research & Development
## 514 514 33 No Travel_Frequently 515 Research & Development
## 515 515 21 No Non-Travel 895 Sales
## 516 516 51 No Travel_Rarely 1302 Research & Development
## 517 517 25 Yes Travel_Rarely 867 Sales
## 518 518 42 No Travel_Rarely 855 Research & Development
## 519 519 30 No Travel_Rarely 1138 Research & Development
## 520 520 56 Yes Travel_Rarely 1162 Research & Development
## 521 521 34 No Travel_Frequently 702 Research & Development
## 522 522 28 Yes Travel_Rarely 329 Research & Development
## 523 523 45 No Travel_Rarely 1339 Research & Development
## 524 524 49 No Travel_Rarely 1245 Research & Development
## 525 525 59 No Travel_Rarely 142 Research & Development
## 526 526 53 No Travel_Frequently 124 Sales
## 527 527 45 No Travel_Rarely 1268 Sales
## 528 528 31 No Travel_Rarely 1332 Research & Development
## 529 529 35 No Travel_Rarely 1214 Research & Development
## 530 530 56 Yes Travel_Rarely 441 Research & Development
## 531 531 38 No Travel_Rarely 330 Research & Development
## 532 532 36 No Travel_Rarely 884 Sales
## 533 533 29 No Travel_Rarely 1252 Research & Development
## 534 534 32 No Non-Travel 1146 Research & Development
## 535 535 29 Yes Travel_Rarely 318 Research & Development
## 536 536 43 No Non-Travel 1344 Research & Development
## 537 537 38 No Travel_Rarely 130 Sales
## 538 538 42 No Travel_Rarely 544 Human Resources
## 539 539 24 Yes Travel_Rarely 1448 Sales
## 540 540 42 No Travel_Rarely 647 Sales
## 541 541 30 No Travel_Rarely 853 Research & Development
## 542 542 33 No Travel_Rarely 867 Research & Development
## 543 543 27 No Non-Travel 1450 Research & Development
## 544 544 38 No Travel_Rarely 1261 Research & Development
## 545 545 34 No Travel_Rarely 121 Research & Development
## 546 546 34 No Travel_Rarely 678 Research & Development
## 547 547 49 No Travel_Rarely 527 Research & Development
## 548 548 40 No Travel_Frequently 720 Research & Development
## 549 549 38 No Travel_Rarely 849 Research & Development
## 550 550 45 No Travel_Rarely 788 Human Resources
## 551 551 41 No Travel_Rarely 314 Human Resources
## 552 552 28 No Travel_Rarely 1169 Human Resources
## 553 553 36 No Travel_Frequently 1213 Human Resources
## 554 554 48 No Travel_Rarely 1469 Research & Development
## 555 555 40 No Non-Travel 1151 Research & Development
## 556 556 37 No Travel_Rarely 558 Sales
## 557 557 54 No Travel_Rarely 548 Research & Development
## 558 558 34 No Travel_Rarely 254 Research & Development
## 559 559 42 No Travel_Rarely 933 Research & Development
## 560 560 26 No Travel_Rarely 933 Sales
## 561 561 36 No Travel_Frequently 1480 Research & Development
## 562 562 58 No Travel_Frequently 1216 Research & Development
## 563 563 27 No Travel_Rarely 1134 Research & Development
## 564 564 31 No Non-Travel 697 Research & Development
## 565 565 30 No Travel_Rarely 921 Research & Development
## 566 566 44 No Travel_Rarely 1037 Research & Development
## 567 567 32 No Travel_Rarely 128 Research & Development
## 568 568 30 Yes Travel_Rarely 740 Sales
## 569 569 42 No Travel_Rarely 462 Sales
## 570 570 50 No Travel_Rarely 939 Research & Development
## 571 571 41 No Travel_Rarely 337 Sales
## 572 572 21 Yes Travel_Rarely 1427 Research & Development
## 573 573 28 No Travel_Frequently 783 Sales
## 574 574 34 No Travel_Rarely 810 Sales
## 575 575 26 No Travel_Rarely 703 Sales
## 576 576 37 No Travel_Rarely 1115 Research & Development
## 577 577 38 No Travel_Rarely 1404 Sales
## 578 578 44 No Non-Travel 981 Research & Development
## 579 579 39 No Travel_Frequently 711 Research & Development
## 580 580 29 No Travel_Rarely 1329 Research & Development
## 581 581 25 No Travel_Rarely 882 Research & Development
## 582 582 42 No Travel_Rarely 810 Research & Development
## 583 583 38 No Travel_Rarely 833 Research & Development
## 584 584 28 No Travel_Rarely 760 Sales
## 585 585 44 No Travel_Rarely 1459 Research & Development
## 586 586 40 No Travel_Rarely 905 Research & Development
## 587 587 38 No Non-Travel 573 Research & Development
## 588 588 36 Yes Travel_Rarely 1218 Sales
## 589 589 37 No Travel_Rarely 1462 Research & Development
## 590 590 35 No Travel_Rarely 1142 Research & Development
## 591 591 22 No Non-Travel 457 Research & Development
## 592 592 34 Yes Travel_Rarely 790 Sales
## 593 593 28 Yes Travel_Frequently 1496 Sales
## 594 594 49 No Travel_Rarely 722 Research & Development
## 595 595 40 No Travel_Rarely 884 Research & Development
## 596 596 33 No Travel_Rarely 586 Sales
## 597 597 35 No Travel_Rarely 672 Research & Development
## 598 598 40 No Travel_Rarely 555 Research & Development
## 599 599 27 No Travel_Rarely 155 Research & Development
## 600 600 24 Yes Travel_Rarely 813 Research & Development
## 601 601 24 No Non-Travel 830 Sales
## 602 602 32 No Non-Travel 1200 Research & Development
## 603 603 30 No Travel_Rarely 153 Research & Development
## 604 604 29 No Travel_Rarely 1401 Research & Development
## 605 605 29 Yes Travel_Rarely 428 Sales
## 606 606 53 No Travel_Rarely 970 Research & Development
## 607 607 59 No Travel_Frequently 1225 Sales
## 608 608 38 No Travel_Rarely 322 Sales
## 609 609 26 No Travel_Rarely 652 Research & Development
## 610 610 33 No Non-Travel 1038 Sales
## 611 611 35 No Travel_Rarely 817 Research & Development
## 612 612 41 No Non-Travel 509 Research & Development
## 613 613 33 Yes Travel_Rarely 465 Research & Development
## 614 614 19 Yes Travel_Rarely 419 Sales
## 615 615 30 No Travel_Rarely 231 Sales
## 616 616 34 No Travel_Rarely 1157 Research & Development
## 617 617 33 No Travel_Rarely 1099 Research & Development
## 618 618 44 No Travel_Rarely 1488 Sales
## 619 619 39 No Travel_Rarely 613 Research & Development
## 620 620 35 No Non-Travel 727 Research & Development
## 621 621 20 Yes Travel_Frequently 871 Research & Development
## 622 622 47 No Travel_Frequently 1379 Research & Development
## 623 623 34 No Travel_Rarely 182 Research & Development
## 624 624 35 No Travel_Rarely 1146 Human Resources
## 625 625 28 Yes Travel_Frequently 289 Research & Development
## 626 626 27 No Travel_Rarely 1167 Research & Development
## 627 627 24 No Travel_Rarely 1476 Sales
## 628 628 38 No Travel_Rarely 343 Research & Development
## 629 629 55 No Travel_Frequently 1091 Research & Development
## 630 630 34 No Travel_Rarely 1442 Research & Development
## 631 631 55 No Travel_Rarely 836 Research & Development
## 632 632 34 No Travel_Rarely 937 Sales
## 633 633 38 No Travel_Rarely 1035 Sales
## 634 634 36 No Travel_Rarely 922 Research & Development
## 635 635 43 No Travel_Rarely 1001 Research & Development
## 636 636 35 No Travel_Frequently 636 Research & Development
## 637 637 42 No Travel_Rarely 469 Research & Development
## 638 638 34 No Travel_Rarely 1239 Sales
## 639 639 24 No Travel_Rarely 691 Research & Development
## 640 640 27 Yes Travel_Rarely 1420 Sales
## 641 641 30 No Travel_Rarely 1358 Research & Development
## 642 642 40 No Travel_Rarely 750 Research & Development
## 643 643 55 No Non-Travel 444 Research & Development
## 644 644 34 Yes Non-Travel 967 Research & Development
## 645 645 41 Yes Non-Travel 906 Research & Development
## 646 646 40 No Travel_Rarely 630 Sales
## 647 647 18 Yes Non-Travel 247 Research & Development
## 648 648 26 No Travel_Rarely 390 Research & Development
## 649 649 35 No Travel_Rarely 776 Sales
## 650 650 40 Yes Travel_Rarely 1329 Research & Development
## 651 651 35 No Travel_Rarely 992 Research & Development
## 652 652 60 No Travel_Rarely 696 Sales
## 653 653 40 No Travel_Frequently 593 Research & Development
## 654 654 48 No Travel_Rarely 530 Sales
## 655 655 22 Yes Travel_Frequently 1368 Research & Development
## 656 656 26 No Travel_Frequently 496 Research & Development
## 657 657 51 No Travel_Rarely 1469 Research & Development
## 658 658 54 No Travel_Frequently 1050 Research & Development
## 659 659 41 No Travel_Rarely 483 Research & Development
## 660 660 36 No Travel_Frequently 1195 Research & Development
## 661 661 32 No Travel_Frequently 430 Research & Development
## 662 662 34 No Travel_Rarely 1303 Research & Development
## 663 663 46 No Travel_Rarely 1277 Sales
## 664 664 35 No Travel_Rarely 802 Research & Development
## 665 665 34 No Non-Travel 1065 Sales
## 666 666 29 No Travel_Frequently 461 Research & Development
## 667 667 29 No Travel_Frequently 1413 Sales
## 668 668 33 Yes Travel_Rarely 587 Research & Development
## 669 669 32 Yes Travel_Rarely 1089 Research & Development
## 670 670 54 No Travel_Rarely 685 Research & Development
## 671 671 37 No Travel_Rarely 397 Research & Development
## 672 672 33 No Travel_Rarely 392 Sales
## 673 673 28 No Travel_Frequently 467 Sales
## 674 674 35 Yes Travel_Frequently 130 Research & Development
## 675 675 27 No Travel_Rarely 486 Research & Development
## 676 676 46 No Travel_Rarely 168 Sales
## 677 677 36 No Travel_Rarely 676 Research & Development
## 678 678 40 No Travel_Frequently 692 Research & Development
## 679 679 36 No Travel_Frequently 688 Research & Development
## 680 680 31 No Travel_Rarely 154 Sales
## 681 681 25 No Travel_Rarely 583 Sales
## 682 682 43 No Travel_Frequently 313 Research & Development
## 683 683 36 No Travel_Rarely 1351 Research & Development
## 684 684 57 No Travel_Rarely 334 Research & Development
## 685 685 28 No Travel_Rarely 440 Research & Development
## 686 686 31 No Travel_Rarely 1274 Research & Development
## 687 687 29 Yes Travel_Frequently 337 Research & Development
## 688 688 33 No Travel_Rarely 147 Research & Development
## 689 689 19 Yes Travel_Rarely 303 Research & Development
## 690 690 38 No Non-Travel 1336 Human Resources
## 691 691 38 No Travel_Frequently 888 Human Resources
## 692 692 47 Yes Non-Travel 666 Research & Development
## 693 693 42 No Travel_Rarely 1332 Research & Development
## 694 694 30 Yes Travel_Frequently 464 Research & Development
## 695 695 37 No Travel_Frequently 1278 Sales
## 696 696 47 No Travel_Rarely 1454 Sales
## 697 697 48 No Travel_Frequently 365 Research & Development
## 698 698 36 No Travel_Rarely 1396 Research & Development
## 699 699 18 Yes Travel_Frequently 544 Sales
## 700 700 46 No Travel_Rarely 1450 Research & Development
## 701 701 29 No Travel_Rarely 352 Human Resources
## 702 702 34 No Travel_Rarely 1400 Sales
## 703 703 35 No Non-Travel 1212 Sales
## 704 704 26 Yes Travel_Rarely 920 Human Resources
## 705 705 59 No Travel_Rarely 818 Human Resources
## 706 706 41 No Non-Travel 267 Sales
## 707 707 54 No Travel_Rarely 431 Research & Development
## 708 708 31 No Travel_Rarely 1398 Human Resources
## 709 709 38 No Travel_Rarely 1153 Research & Development
## 710 710 50 No Non-Travel 881 Research & Development
## 711 711 30 No Travel_Rarely 634 Research & Development
## 712 712 57 No Travel_Rarely 210 Sales
## 713 713 48 No Travel_Rarely 969 Research & Development
## 714 714 36 No Travel_Frequently 541 Sales
## 715 715 36 No Non-Travel 1434 Sales
## 716 716 24 Yes Travel_Rarely 240 Human Resources
## 717 717 30 No Travel_Rarely 852 Sales
## 718 718 28 No Travel_Rarely 857 Research & Development
## 719 719 35 Yes Travel_Frequently 880 Sales
## 720 720 28 No Travel_Rarely 950 Research & Development
## 721 721 37 No Travel_Rarely 482 Research & Development
## 722 722 37 No Travel_Rarely 671 Research & Development
## 723 723 34 No Travel_Frequently 560 Research & Development
## 724 724 36 No Travel_Rarely 796 Research & Development
## 725 725 42 No Travel_Rarely 1142 Research & Development
## 726 726 25 No Travel_Rarely 685 Research & Development
## 727 727 37 No Travel_Frequently 1231 Sales
## 728 728 34 No Travel_Frequently 878 Research & Development
## 729 729 26 Yes Travel_Rarely 471 Research & Development
## 730 730 22 No Travel_Rarely 594 Research & Development
## 731 731 43 No Travel_Rarely 177 Research & Development
## 732 732 39 Yes Travel_Rarely 1162 Sales
## 733 733 27 Yes Travel_Frequently 1337 Human Resources
## 734 734 32 Yes Non-Travel 1474 Sales
## 735 735 34 No Travel_Rarely 479 Research & Development
## 736 736 27 No Travel_Rarely 511 Sales
## 737 737 39 No Travel_Rarely 722 Sales
## 738 738 59 No Travel_Rarely 326 Sales
## 739 739 35 No Travel_Rarely 1219 Sales
## 740 740 35 No Travel_Rarely 538 Research & Development
## 741 741 25 No Travel_Rarely 959 Sales
## 742 742 31 No Travel_Rarely 688 Sales
## 743 743 37 No Travel_Rarely 674 Research & Development
## 744 744 23 No Travel_Rarely 160 Research & Development
## 745 745 25 No Travel_Rarely 1382 Sales
## 746 746 24 No Travel_Rarely 350 Research & Development
## 747 747 29 Yes Travel_Rarely 350 Human Resources
## 748 748 34 No Travel_Frequently 669 Research & Development
## 749 749 24 No Travel_Rarely 506 Research & Development
## 750 750 33 No Travel_Rarely 134 Research & Development
## 751 751 20 Yes Travel_Frequently 769 Sales
## 752 752 31 Yes Travel_Frequently 1060 Sales
## 753 753 50 No Travel_Frequently 1234 Research & Development
## 754 754 46 Yes Travel_Rarely 1254 Sales
## 755 755 54 No Travel_Rarely 1217 Research & Development
## 756 756 44 No Non-Travel 381 Research & Development
## 757 757 35 No Travel_Rarely 1137 Research & Development
## 758 758 49 No Travel_Rarely 1495 Research & Development
## 759 759 38 No Travel_Rarely 1495 Research & Development
## 760 760 45 Yes Travel_Rarely 1449 Sales
## 761 761 29 Yes Travel_Rarely 906 Research & Development
## 762 762 47 No Travel_Rarely 202 Research & Development
## 763 763 41 No Non-Travel 256 Sales
## 764 764 50 No Non-Travel 145 Sales
## 765 765 34 No Travel_Rarely 829 Human Resources
## 766 766 45 No Travel_Rarely 1015 Research & Development
## 767 767 41 No Travel_Rarely 509 Research & Development
## 768 768 40 No Non-Travel 1094 Sales
## 769 769 46 No Travel_Rarely 150 Research & Development
## 770 770 45 No Non-Travel 1050 Sales
## 771 771 33 No Travel_Frequently 508 Sales
## 772 772 46 No Travel_Rarely 526 Sales
## 773 773 39 No Travel_Frequently 505 Research & Development
## 774 774 36 Yes Travel_Rarely 318 Research & Development
## 775 775 42 No Travel_Frequently 288 Research & Development
## 776 776 23 No Travel_Rarely 310 Research & Development
## 777 777 30 No Travel_Rarely 330 Human Resources
## 778 778 32 No Non-Travel 862 Sales
## 779 779 26 No Non-Travel 786 Research & Development
## 780 780 29 Yes Travel_Rarely 1092 Research & Development
## 781 781 41 Yes Travel_Rarely 1356 Sales
## 782 782 39 No Travel_Rarely 408 Research & Development
## 783 783 33 No Travel_Rarely 1075 Human Resources
## 784 784 33 No Travel_Frequently 1146 Sales
## 785 785 47 No Non-Travel 543 Sales
## 786 786 31 No Travel_Rarely 182 Research & Development
## 787 787 51 No Travel_Rarely 942 Research & Development
## 788 788 52 Yes Travel_Rarely 723 Research & Development
## 789 789 55 No Travel_Rarely 478 Research & Development
## 790 790 25 No Travel_Rarely 266 Research & Development
## 791 791 49 No Travel_Rarely 271 Research & Development
## 792 792 34 No Travel_Rarely 629 Research & Development
## 793 793 38 No Travel_Rarely 397 Research & Development
## 794 794 36 No Travel_Rarely 1223 Research & Development
## 795 795 49 No Non-Travel 1002 Research & Development
## 796 796 33 Yes Travel_Frequently 1076 Research & Development
## 797 797 45 No Travel_Rarely 1385 Research & Development
## 798 798 22 Yes Travel_Rarely 1294 Research & Development
## 799 799 19 Yes Non-Travel 504 Research & Development
## 800 800 36 No Travel_Rarely 1040 Research & Development
## 801 801 33 No Travel_Frequently 1141 Sales
## 802 802 31 No Travel_Rarely 828 Sales
## 803 803 39 No Travel_Rarely 117 Research & Development
## 804 804 35 Yes Travel_Rarely 1204 Sales
## 805 805 44 No Non-Travel 489 Research & Development
## 806 806 36 No Travel_Rarely 1383 Research & Development
## 807 807 25 No Travel_Rarely 1372 Sales
## 808 808 22 No Travel_Rarely 1256 Research & Development
## 809 809 30 No Travel_Rarely 793 Research & Development
## 810 810 27 No Travel_Rarely 1157 Research & Development
## 811 811 30 No Non-Travel 111 Research & Development
## 812 812 25 No Travel_Rarely 949 Research & Development
## 813 813 24 No Travel_Rarely 1371 Sales
## 814 814 47 No Travel_Rarely 1176 Human Resources
## 815 815 38 No Travel_Rarely 395 Sales
## 816 816 33 No Travel_Rarely 117 Research & Development
## 817 817 30 No Travel_Rarely 946 Research & Development
## 818 818 33 No Travel_Rarely 213 Research & Development
## 819 819 30 No Travel_Rarely 1427 Research & Development
## 820 820 28 Yes Travel_Rarely 1475 Sales
## 821 821 32 No Travel_Rarely 634 Research & Development
## 822 822 29 No Travel_Rarely 1247 Sales
## 823 823 34 No Travel_Rarely 704 Sales
## 824 824 31 Yes Travel_Frequently 874 Research & Development
## 825 825 36 No Travel_Rarely 559 Research & Development
## 826 826 46 No Travel_Rarely 430 Research & Development
## 827 827 31 Yes Travel_Rarely 1079 Sales
## 828 828 34 No Travel_Rarely 131 Sales
## 829 829 38 No Travel_Frequently 594 Research & Development
## 830 830 50 No Travel_Frequently 1246 Human Resources
## 831 831 45 No Non-Travel 248 Research & Development
## 832 832 19 Yes Travel_Rarely 528 Sales
## 833 833 28 No Travel_Rarely 1179 Research & Development
## 834 834 19 No Travel_Rarely 645 Research & Development
## 835 835 55 No Non-Travel 177 Research & Development
## 836 836 37 No Non-Travel 142 Sales
## 837 837 37 No Travel_Rarely 1439 Research & Development
## 838 838 34 No Travel_Rarely 258 Sales
## 839 839 47 No Travel_Rarely 1001 Research & Development
## 840 840 48 No Travel_Rarely 1224 Research & Development
## 841 841 18 Yes Travel_Rarely 230 Research & Development
## 842 842 29 No Travel_Rarely 332 Human Resources
## 843 843 52 No Travel_Frequently 890 Research & Development
## 844 844 34 No Travel_Rarely 943 Research & Development
## 845 845 34 No Travel_Rarely 511 Sales
## 846 846 28 No Travel_Rarely 1300 Research & Development
## 847 847 19 No Travel_Rarely 1181 Research & Development
## 848 848 39 No Travel_Rarely 1132 Research & Development
## 849 849 40 Yes Travel_Rarely 575 Sales
## 850 850 26 No Travel_Frequently 1096 Research & Development
## 851 851 31 Yes Travel_Rarely 542 Sales
## 852 852 30 No Travel_Rarely 125 Research & Development
## 853 853 29 No Travel_Rarely 153 Research & Development
## 854 854 28 No Travel_Rarely 1476 Research & Development
## 855 855 35 No Travel_Rarely 219 Research & Development
## 856 856 35 No Travel_Rarely 660 Sales
## 857 857 30 Yes Travel_Rarely 1005 Research & Development
## 858 858 31 No Travel_Frequently 798 Research & Development
## 859 859 41 No Travel_Rarely 933 Research & Development
## 860 860 44 Yes Travel_Rarely 621 Research & Development
## 861 861 51 No Travel_Frequently 968 Research & Development
## 862 862 43 No Travel_Rarely 531 Sales
## 863 863 34 Yes Non-Travel 1362 Sales
## 864 864 47 No Travel_Frequently 217 Sales
## 865 865 45 No Travel_Rarely 1448 Research & Development
## 866 866 48 No Travel_Rarely 855 Research & Development
## 867 867 32 No Non-Travel 976 Sales
## 868 868 47 No Travel_Rarely 571 Sales
## 869 869 45 No Travel_Rarely 1457 Research & Development
## 870 870 35 No Travel_Frequently 138 Research & Development
## DistanceFromHome Education EducationField EmployeeCount EmployeeNumber
## 1 13 4 Life Sciences 1 859
## 2 14 3 Medical 1 1128
## 3 18 2 Life Sciences 1 1412
## 4 1 4 Marketing 1 2016
## 5 2 1 Technical Degree 1 1646
## 6 10 2 Life Sciences 1 733
## 7 5 5 Medical 1 1448
## 8 10 4 Life Sciences 1 1105
## 9 10 4 Life Sciences 1 1055
## 10 10 4 Technical Degree 1 1597
## 11 6 3 Medical 1 1866
## 12 1 2 Life Sciences 1 1858
## 13 7 3 Other 1 845
## 14 2 1 Technical Degree 1 508
## 15 1 2 Life Sciences 1 1314
## 16 20 2 Marketing 1 947
## 17 3 4 Medical 1 966
## 18 7 4 Medical 1 487
## 19 2 4 Medical 1 1755
## 20 1 4 Life Sciences 1 1903
## 21 9 2 Medical 1 699
## 22 2 1 Marketing 1 712
## 23 9 5 Medical 1 663
## 24 2 4 Other 1 1613
## 25 1 3 Life Sciences 1 969
## 26 5 3 Marketing 1 1267
## 27 14 3 Life Sciences 1 1582
## 28 9 4 Marketing 1 1157
## 29 24 4 Life Sciences 1 1968
## 30 19 4 Medical 1 791
## 31 9 2 Medical 1 195
## 32 21 3 Medical 1 1698
## 33 2 3 Technical Degree 1 363
## 34 1 4 Medical 1 1172
## 35 5 4 Life Sciences 1 1966
## 36 7 3 Life Sciences 1 359
## 37 10 3 Medical 1 1639
## 38 13 5 Marketing 1 1733
## 39 8 4 Life Sciences 1 1338
## 40 20 3 Life Sciences 1 1135
## 41 2 3 Medical 1 1824
## 42 2 2 Technical Degree 1 783
## 43 16 3 Medical 1 1674
## 44 9 2 Other 1 1595
## 45 1 2 Life Sciences 1 1270
## 46 9 2 Medical 1 1480
## 47 1 2 Life Sciences 1 1734
## 48 10 4 Marketing 1 1119
## 49 5 3 Marketing 1 614
## 50 9 3 Medical 1 218
## 51 1 1 Life Sciences 1 662
## 52 1 3 Medical 1 1423
## 53 2 1 Life Sciences 1 1246
## 54 4 2 Life Sciences 1 972
## 55 8 4 Life Sciences 1 98
## 56 9 4 Life Sciences 1 1772
## 57 19 3 Medical 1 752
## 58 3 1 Medical 1 1586
## 59 1 4 Medical 1 380
## 60 24 1 Life Sciences 1 1273
## 61 3 1 Life Sciences 1 967
## 62 10 4 Technical Degree 1 1312
## 63 2 2 Life Sciences 1 1996
## 64 14 3 Medical 1 1839
## 65 17 2 Life Sciences 1 1219
## 66 5 2 Life Sciences 1 21
## 67 6 4 Life Sciences 1 691
## 68 12 2 Other 1 1982
## 69 1 3 Medical 1 88
## 70 1 3 Life Sciences 1 391
## 71 1 3 Life Sciences 1 1999
## 72 5 3 Medical 1 1469
## 73 23 2 Life Sciences 1 261
## 74 12 4 Life Sciences 1 1158
## 75 5 3 Life Sciences 1 1319
## 76 1 2 Medical 1 57
## 77 1 3 Technical Degree 1 1535
## 78 1 4 Life Sciences 1 1602
## 79 6 3 Medical 1 302
## 80 2 1 Medical 1 1974
## 81 11 2 Medical 1 1033
## 82 27 4 Life Sciences 1 1728
## 83 6 4 Life Sciences 1 1997
## 84 6 3 Medical 1 474
## 85 2 4 Life Sciences 1 1294
## 86 2 3 Life Sciences 1 1032
## 87 14 4 Marketing 1 728
## 88 14 4 Other 1 1010
## 89 8 3 Life Sciences 1 56
## 90 2 4 Marketing 1 38
## 91 2 2 Life Sciences 1 556
## 92 23 1 Life Sciences 1 1165
## 93 2 2 Other 1 4
## 94 10 4 Medical 1 1587
## 95 11 3 Life Sciences 1 226
## 96 1 1 Life Sciences 1 387
## 97 3 3 Life Sciences 1 1527
## 98 2 2 Life Sciences 1 139
## 99 2 1 Life Sciences 1 1513
## 100 1 3 Life Sciences 1 1447
## 101 11 1 Life Sciences 1 1434
## 102 8 2 Life Sciences 1 1453
## 103 4 4 Marketing 1 523
## 104 4 3 Medical 1 705
## 105 2 3 Medical 1 1472
## 106 3 4 Medical 1 1177
## 107 1 1 Technical Degree 1 208
## 108 26 4 Human Resources 1 1973
## 109 21 2 Medical 1 1821
## 110 2 3 Technical Degree 1 2038
## 111 6 3 Life Sciences 1 1154
## 112 1 2 Life Sciences 1 976
## 113 7 4 Life Sciences 1 1118
## 114 2 4 Life Sciences 1 771
## 115 17 4 Life Sciences 1 1218
## 116 19 2 Medical 1 904
## 117 10 4 Life Sciences 1 1240
## 118 13 2 Other 1 2053
## 119 14 3 Life Sciences 1 227
## 120 2 4 Technical Degree 1 1383
## 121 8 3 Life Sciences 1 742
## 122 5 1 Medical 1 2021
## 123 9 3 Marketing 1 864
## 124 7 4 Marketing 1 709
## 125 2 2 Life Sciences 1 388
## 126 7 4 Life Sciences 1 1962
## 127 16 1 Life Sciences 1 33
## 128 25 2 Life Sciences 1 1888
## 129 6 3 Medical 1 1402
## 130 3 3 Technical Degree 1 1863
## 131 5 3 Medical 1 1669
## 132 11 4 Marketing 1 1757
## 133 28 4 Technical Degree 1 551
## 134 12 3 Medical 1 1654
## 135 10 4 Life Sciences 1 448
## 136 2 2 Medical 1 807
## 137 1 2 Life Sciences 1 816
## 138 17 3 Technical Degree 1 1013
## 139 6 3 Medical 1 932
## 140 3 3 Life Sciences 1 152
## 141 23 3 Life Sciences 1 1373
## 142 23 4 Life Sciences 1 1308
## 143 7 2 Medical 1 1007
## 144 6 4 Medical 1 378
## 145 2 1 Medical 1 1375
## 146 2 3 Life Sciences 1 469
## 147 14 3 Medical 1 252
## 148 8 4 Life Sciences 1 1560
## 149 24 3 Medical 1 1173
## 150 27 3 Medical 1 1622
## 151 13 4 Medical 1 650
## 152 10 3 Marketing 1 722
## 153 7 3 Life Sciences 1 420
## 154 5 3 Life Sciences 1 1814
## 155 10 3 Life Sciences 1 934
## 156 25 2 Technical Degree 1 475
## 157 2 2 Marketing 1 1986
## 158 2 3 Life Sciences 1 1127
## 159 27 3 Life Sciences 1 1126
## 160 26 5 Medical 1 1242
## 161 1 1 Life Sciences 1 104
## 162 24 2 Technical Degree 1 1082
## 163 8 4 Marketing 1 677
## 164 17 2 Life Sciences 1 347
## 165 16 3 Marketing 1 406
## 166 2 3 Medical 1 922
## 167 22 4 Other 1 1655
## 168 1 5 Medical 1 612
## 169 6 2 Technical Degree 1 630
## 170 28 4 Life Sciences 1 1120
## 171 27 5 Marketing 1 747
## 172 14 4 Technical Degree 1 1934
## 173 18 1 Medical 1 624
## 174 10 5 Marketing 1 1268
## 175 2 2 Medical 1 981
## 176 1 1 Technical Degree 1 1131
## 177 2 3 Medical 1 787
## 178 2 3 Life Sciences 1 1053
## 179 8 3 Marketing 1 207
## 180 1 4 Life Sciences 1 230
## 181 2 3 Life Sciences 1 1182
## 182 2 2 Life Sciences 1 1355
## 183 28 3 Medical 1 171
## 184 6 3 Life Sciences 1 1525
## 185 8 1 Life Sciences 1 602
## 186 9 3 Medical 1 377
## 187 2 1 Life Sciences 1 1653
## 188 2 4 Life Sciences 1 1676
## 189 4 1 Life Sciences 1 385
## 190 4 3 Medical 1 129
## 191 28 2 Medical 1 441
## 192 7 4 Marketing 1 1833
## 193 18 3 Medical 1 550
## 194 2 5 Marketing 1 595
## 195 2 1 Medical 1 1407
## 196 1 3 Life Sciences 1 353
## 197 9 4 Life Sciences 1 116
## 198 8 4 Technical Degree 1 1138
## 199 7 4 Medical 1 36
## 200 17 2 Other 1 643
## 201 24 3 Life Sciences 1 986
## 202 1 3 Life Sciences 1 96
## 203 4 3 Life Sciences 1 830
## 204 1 2 Life Sciences 1 741
## 205 4 2 Life Sciences 1 330
## 206 9 2 Life Sciences 1 913
## 207 9 3 Marketing 1 1188
## 208 29 1 Medical 1 282
## 209 5 3 Technical Degree 1 197
## 210 9 1 Life Sciences 1 176
## 211 28 4 Life Sciences 1 2034
## 212 5 2 Marketing 1 1029
## 213 10 2 Life Sciences 1 715
## 214 1 2 Life Sciences 1 827
## 215 3 4 Medical 1 700
## 216 2 3 Medical 1 1474
## 217 10 3 Medical 1 634
## 218 22 3 Medical 1 1900
## 219 18 3 Life Sciences 1 194
## 220 4 2 Life Sciences 1 1275
## 221 2 3 Other 1 786
## 222 26 4 Life Sciences 1 684
## 223 16 3 Life Sciences 1 1681
## 224 1 3 Life Sciences 1 1506
## 225 9 2 Life Sciences 1 1940
## 226 1 2 Medical 1 1989
## 227 4 2 Other 1 53
## 228 5 3 Life Sciences 1 284
## 229 3 2 Other 1 128
## 230 6 1 Life Sciences 1 1661
## 231 2 2 Other 1 1635
## 232 2 3 Marketing 1 49
## 233 9 3 Life Sciences 1 1716
## 234 3 3 Marketing 1 303
## 235 26 2 Life Sciences 1 158
## 236 1 4 Life Sciences 1 970
## 237 2 3 Life Sciences 1 2031
## 238 9 4 Life Sciences 1 679
## 239 2 3 Human Resources 1 1987
## 240 17 5 Life Sciences 1 1656
## 241 24 3 Medical 1 605
## 242 25 3 Medical 1 1306
## 243 2 3 Life Sciences 1 94
## 244 9 2 Life Sciences 1 1439
## 245 8 1 Medical 1 1150
## 246 7 1 Medical 1 912
## 247 7 4 Medical 1 462
## 248 1 4 Medical 1 2013
## 249 22 3 Life Sciences 1 1392
## 250 2 5 Life Sciences 1 625
## 251 1 2 Medical 1 1994
## 252 8 4 Technical Degree 1 990
## 253 2 3 Life Sciences 1 834
## 254 18 5 Human Resources 1 1842
## 255 8 1 Medical 1 1468
## 256 9 3 Life Sciences 1 1813
## 257 5 3 Marketing 1 399
## 258 7 4 Marketing 1 1428
## 259 4 3 Life Sciences 1 1882
## 260 2 1 Other 1 1992
## 261 2 3 Life Sciences 1 1379
## 262 1 4 Technical Degree 1 1522
## 263 14 3 Medical 1 325
## 264 20 3 Technical Degree 1 974
## 265 18 1 Life Sciences 1 150
## 266 16 3 Medical 1 14
## 267 15 3 Medical 1 1485
## 268 2 4 Life Sciences 1 1692
## 269 7 2 Life Sciences 1 1970
## 270 20 3 Other 1 1084
## 271 2 4 Life Sciences 1 1845
## 272 3 3 Life Sciences 1 1658
## 273 23 1 Medical 1 1864
## 274 16 4 Marketing 1 1436
## 275 14 4 Medical 1 254
## 276 4 4 Technical Degree 1 1191
## 277 11 3 Medical 1 511
## 278 10 4 Life Sciences 1 430
## 279 5 3 Marketing 1 142
## 280 4 4 Life Sciences 1 1501
## 281 2 3 Medical 1 1706
## 282 6 3 Medical 1 957
## 283 1 3 Life Sciences 1 1822
## 284 7 3 Marketing 1 438
## 285 1 3 Human Resources 1 1152
## 286 28 4 Life Sciences 1 1549
## 287 7 1 Life Sciences 1 1878
## 288 19 2 Medical 1 18
## 289 11 2 Technical Degree 1 154
## 290 8 4 Life Sciences 1 805
## 291 1 4 Medical 1 996
## 292 24 4 Life Sciences 1 419
## 293 9 3 Medical 1 260
## 294 1 1 Medical 1 2000
## 295 6 2 Medical 1 1550
## 296 11 4 Medical 1 2003
## 297 2 1 Life Sciences 1 256
## 298 7 3 Life Sciences 1 147
## 299 9 2 Medical 1 991
## 300 2 4 Medical 1 440
## 301 5 2 Life Sciences 1 889
## 302 18 5 Life Sciences 1 74
## 303 22 3 Technical Degree 1 1694
## 304 9 4 Medical 1 2008
## 305 2 3 Technical Degree 1 977
## 306 4 1 Life Sciences 1 888
## 307 9 3 Life Sciences 1 1030
## 308 3 4 Life Sciences 1 1115
## 309 18 4 Medical 1 1034
## 310 8 3 Life Sciences 1 707
## 311 1 4 Life Sciences 1 1580
## 312 6 3 Life Sciences 1 601
## 313 3 3 Life Sciences 1 1537
## 314 7 4 Medical 1 211
## 315 16 4 Marketing 1 732
## 316 4 2 Life Sciences 1 1003
## 317 2 4 Marketing 1 216
## 318 1 2 Life Sciences 1 1981
## 319 21 4 Life Sciences 1 1390
## 320 25 3 Life Sciences 1 1269
## 321 1 3 Life Sciences 1 951
## 322 1 5 Life Sciences 1 683
## 323 5 4 Life Sciences 1 861
## 324 8 4 Life Sciences 1 1080
## 325 1 1 Life Sciences 1 1026
## 326 4 3 Life Sciences 1 933
## 327 7 3 Medical 1 1608
## 328 18 4 Life Sciences 1 1998
## 329 8 3 Medical 1 1937
## 330 10 3 Human Resources 1 1408
## 331 1 3 Life Sciences 1 1677
## 332 4 4 Medical 1 291
## 333 1 2 Medical 1 1792
## 334 1 2 Life Sciences 1 725
## 335 2 4 Human Resources 1 140
## 336 29 4 Medical 1 1101
## 337 11 2 Marketing 1 1137
## 338 3 1 Life Sciences 1 1103
## 339 1 4 Other 1 1113
## 340 2 4 Life Sciences 1 54
## 341 5 4 Life Sciences 1 51
## 342 2 3 Life Sciences 1 1296
## 343 5 3 Life Sciences 1 1099
## 344 3 3 Medical 1 680
## 345 29 4 Life Sciences 1 1211
## 346 15 4 Marketing 1 1975
## 347 2 2 Life Sciences 1 1140
## 348 1 3 Life Sciences 1 384
## 349 17 3 Life Sciences 1 1206
## 350 9 3 Medical 1 762
## 351 6 3 Medical 1 1911
## 352 7 3 Technical Degree 1 416
## 353 26 2 Medical 1 1180
## 354 8 2 Life Sciences 1 1552
## 355 4 1 Marketing 1 1815
## 356 3 3 Other 1 1478
## 357 6 3 Other 1 164
## 358 25 5 Technical Degree 1 565
## 359 1 3 Medical 1 78
## 360 6 3 Life Sciences 1 373
## 361 1 4 Life Sciences 1 259
## 362 24 3 Technical Degree 1 1928
## 363 2 1 Marketing 1 1038
## 364 2 2 Medical 1 352
## 365 2 2 Medical 1 1336
## 366 6 3 Life Sciences 1 532
## 367 19 3 Medical 1 1285
## 368 9 2 Medical 1 1548
## 369 10 3 Technical Degree 1 1592
## 370 2 4 Medical 1 439
## 371 1 1 Life Sciences 1 1011
## 372 22 4 Other 1 567
## 373 7 3 Life Sciences 1 425
## 374 10 3 Medical 1 1640
## 375 9 1 Life Sciences 1 1680
## 376 22 5 Medical 1 1539
## 377 16 4 Life Sciences 1 1042
## 378 12 4 Marketing 1 1943
## 379 15 1 Life Sciences 1 1202
## 380 22 3 Life Sciences 1 1004
## 381 5 5 Life Sciences 1 447
## 382 25 1 Life Sciences 1 177
## 383 7 3 Marketing 1 1466
## 384 2 1 Technical Degree 1 113
## 385 4 4 Life Sciences 1 1081
## 386 1 3 Technical Degree 1 950
## 387 1 3 Marketing 1 314
## 388 19 3 Technical Degree 1 611
## 389 2 4 Life Sciences 1 1710
## 390 1 1 Technical Degree 1 478
## 391 8 2 Life Sciences 1 808
## 392 23 3 Marketing 1 72
## 393 3 2 Medical 1 1948
## 394 28 3 Marketing 1 573
## 395 2 1 Medical 1 875
## 396 2 4 Life Sciences 1 426
## 397 2 3 Life Sciences 1 575
## 398 9 4 Technical Degree 1 1467
## 399 1 4 Life Sciences 1 2026
## 400 2 1 Medical 1 1496
## 401 2 3 Life Sciences 1 548
## 402 21 2 Medical 1 270
## 403 9 4 Life Sciences 1 1856
## 404 5 4 Life Sciences 1 1651
## 405 27 1 Medical 1 856
## 406 6 4 Other 1 661
## 407 29 4 Marketing 1 1784
## 408 6 4 Life Sciences 1 1221
## 409 2 4 Life Sciences 1 23
## 410 14 2 Life Sciences 1 843
## 411 8 3 Life Sciences 1 878
## 412 6 3 Marketing 1 1708
## 413 19 2 Life Sciences 1 61
## 414 10 4 Marketing 1 1853
## 415 6 2 Marketing 1 555
## 416 2 2 Medical 1 1804
## 417 2 3 Medical 1 571
## 418 18 4 Life Sciences 1 407
## 419 1 3 Life Sciences 1 1196
## 420 3 4 Medical 1 564
## 421 1 2 Medical 1 110
## 422 25 5 Medical 1 529
## 423 6 4 Life Sciences 1 163
## 424 1 3 Life Sciences 1 1368
## 425 26 3 Life Sciences 1 1387
## 426 25 3 Medical 1 1076
## 427 7 3 Technical Degree 1 1482
## 428 3 2 Medical 1 379
## 429 1 3 Life Sciences 1 331
## 430 2 4 Life Sciences 1 339
## 431 2 3 Life Sciences 1 437
## 432 16 2 Life Sciences 1 1340
## 433 28 2 Life Sciences 1 1420
## 434 4 3 Technical Degree 1 1762
## 435 10 4 Marketing 1 954
## 436 8 4 Marketing 1 458
## 437 2 4 Medical 1 828
## 438 1 3 Medical 1 1952
## 439 3 2 Marketing 1 47
## 440 1 4 Life Sciences 1 724
## 441 2 2 Life Sciences 1 1235
## 442 9 4 Medical 1 1709
## 443 2 4 Life Sciences 1 364
## 444 1 3 Life Sciences 1 1683
## 445 2 4 Medical 1 1789
## 446 1 3 Technical Degree 1 1438
## 447 1 3 Life Sciences 1 1668
## 448 13 3 Medical 1 1803
## 449 29 5 Life Sciences 1 79
## 450 26 3 Marketing 1 1612
## 451 15 2 Medical 1 2009
## 452 20 3 Life Sciences 1 1475
## 453 27 3 Life Sciences 1 1797
## 454 10 4 Marketing 1 1924
## 455 1 4 Life Sciences 1 664
## 456 7 4 Medical 1 1740
## 457 5 4 Life Sciences 1 1673
## 458 21 4 Marketing 1 120
## 459 1 2 Life Sciences 1 1441
## 460 4 4 Life Sciences 1 1435
## 461 5 2 Other 1 591
## 462 7 3 Life Sciences 1 1659
## 463 12 3 Marketing 1 174
## 464 24 1 Technical Degree 1 1736
## 465 17 3 Technical Degree 1 1767
## 466 2 3 Life Sciences 1 24
## 467 2 4 Life Sciences 1 1556
## 468 6 3 Life Sciences 1 97
## 469 29 2 Medical 1 1037
## 470 13 2 Medical 1 250
## 471 2 4 Technical Degree 1 1931
## 472 24 2 Life Sciences 1 1868
## 473 6 4 Other 1 101
## 474 29 3 Medical 1 192
## 475 15 2 Life Sciences 1 1102
## 476 5 4 Marketing 1 62
## 477 16 4 Marketing 1 868
## 478 29 2 Medical 1 618
## 479 8 4 Other 1 1409
## 480 10 3 Life Sciences 1 2017
## 481 1 3 Life Sciences 1 1954
## 482 11 4 Life Sciences 1 895
## 483 22 4 Other 1 1932
## 484 8 3 Life Sciences 1 241
## 485 23 4 Medical 1 165
## 486 1 2 Life Sciences 1 1
## 487 9 3 Medical 1 1876
## 488 26 1 Life Sciences 1 16
## 489 1 2 Life Sciences 1 64
## 490 8 2 Medical 1 757
## 491 10 4 Life Sciences 1 396
## 492 28 3 Life Sciences 1 1317
## 493 10 3 Medical 1 1650
## 494 16 3 Life Sciences 1 1529
## 495 10 4 Technical Degree 1 1880
## 496 26 4 Marketing 1 851
## 497 10 2 Life Sciences 1 544
## 498 9 3 Medical 1 403
## 499 27 3 Medical 1 13
## 500 21 4 Life Sciences 1 1929
## 501 7 4 Medical 1 1360
## 502 24 3 Life Sciences 1 19
## 503 7 2 Medical 1 1691
## 504 21 4 Life Sciences 1 20
## 505 2 4 Medical 1 1443
## 506 5 2 Life Sciences 1 1555
## 507 5 3 Marketing 1 485
## 508 2 3 Marketing 1 1391
## 509 4 4 Marketing 1 311
## 510 12 3 Technical Degree 1 58
## 511 10 2 Life Sciences 1 2041
## 512 25 2 Life Sciences 1 1397
## 513 10 3 Life Sciences 1 1720
## 514 1 2 Life Sciences 1 73
## 515 9 2 Medical 1 484
## 516 2 3 Medical 1 408
## 517 19 2 Marketing 1 952
## 518 12 3 Medical 1 1768
## 519 6 3 Technical Degree 1 1311
## 520 24 2 Life Sciences 1 1907
## 521 16 4 Life Sciences 1 838
## 522 24 3 Medical 1 1604
## 523 7 3 Life Sciences 1 86
## 524 18 4 Life Sciences 1 638
## 525 3 3 Life Sciences 1 309
## 526 2 3 Marketing 1 1050
## 527 4 2 Life Sciences 1 240
## 528 11 2 Medical 1 1251
## 529 1 3 Medical 1 105
## 530 14 4 Life Sciences 1 161
## 531 17 1 Life Sciences 1 1088
## 532 1 4 Life Sciences 1 1585
## 533 23 2 Life Sciences 1 824
## 534 15 4 Medical 1 1955
## 535 8 4 Other 1 454
## 536 7 3 Medical 1 262
## 537 2 2 Marketing 1 1125
## 538 2 1 Technical Degree 1 470
## 539 1 1 Technical Degree 1 554
## 540 4 4 Marketing 1 1171
## 541 7 4 Life Sciences 1 1224
## 542 8 4 Life Sciences 1 1798
## 543 3 3 Medical 1 224
## 544 2 4 Life Sciences 1 271
## 545 2 4 Medical 1 804
## 546 19 3 Life Sciences 1 1701
## 547 8 2 Other 1 944
## 548 16 4 Medical 1 832
## 549 25 2 Life Sciences 1 421
## 550 24 4 Medical 1 1049
## 551 1 3 Human Resources 1 734
## 552 8 2 Medical 1 869
## 553 2 1 Human Resources 1 1890
## 554 20 4 Medical 1 945
## 555 9 5 Life Sciences 1 287
## 556 2 3 Marketing 1 656
## 557 8 4 Life Sciences 1 578
## 558 1 2 Life Sciences 1 649
## 559 29 3 Life Sciences 1 836
## 560 1 3 Life Sciences 1 476
## 561 3 2 Medical 1 238
## 562 15 4 Life Sciences 1 1837
## 563 16 4 Technical Degree 1 1001
## 564 10 3 Medical 1 1979
## 565 1 3 Life Sciences 1 806
## 566 1 3 Medical 1 2020
## 567 2 1 Technical Degree 1 362
## 568 1 3 Life Sciences 1 1562
## 569 14 2 Medical 1 936
## 570 24 3 Life Sciences 1 1005
## 571 8 3 Marketing 1 1909
## 572 18 1 Other 1 923
## 573 1 2 Life Sciences 1 1927
## 574 8 2 Technical Degree 1 1823
## 575 28 2 Marketing 1 641
## 576 1 4 Life Sciences 1 77
## 577 1 3 Life Sciences 1 1961
## 578 5 3 Life Sciences 1 1471
## 579 4 3 Medical 1 1633
## 580 7 3 Life Sciences 1 1260
## 581 19 1 Medical 1 1358
## 582 23 5 Life Sciences 1 468
## 583 18 3 Medical 1 1766
## 584 2 4 Marketing 1 846
## 585 10 4 Other 1 40
## 586 19 2 Medical 1 281
## 587 6 3 Medical 1 107
## 588 9 4 Life Sciences 1 27
## 589 11 3 Medical 1 1411
## 590 23 4 Medical 1 75
## 591 26 2 Other 1 1605
## 592 24 4 Medical 1 1489
## 593 1 3 Technical Degree 1 1486
## 594 25 4 Life Sciences 1 1617
## 595 15 3 Life Sciences 1 1628
## 596 1 3 Medical 1 855
## 597 25 3 Technical Degree 1 899
## 598 2 3 Medical 1 521
## 599 4 3 Life Sciences 1 2064
## 600 1 3 Medical 1 45
## 601 13 2 Life Sciences 1 1495
## 602 1 4 Technical Degree 1 1574
## 603 8 2 Life Sciences 1 1015
## 604 6 1 Medical 1 1192
## 605 9 3 Marketing 1 1752
## 606 7 3 Life Sciences 1 730
## 607 1 1 Life Sciences 1 91
## 608 7 2 Medical 1 382
## 609 7 3 Other 1 1417
## 610 8 1 Life Sciences 1 1044
## 611 1 3 Medical 1 1369
## 612 2 4 Other 1 616
## 613 2 2 Life Sciences 1 328
## 614 21 3 Other 1 959
## 615 8 2 Other 1 982
## 616 5 2 Medical 1 1696
## 617 4 4 Medical 1 1502
## 618 1 5 Marketing 1 68
## 619 6 1 Medical 1 2062
## 620 3 3 Life Sciences 1 704
## 621 6 3 Life Sciences 1 137
## 622 16 4 Medical 1 987
## 623 1 4 Life Sciences 1 797
## 624 26 4 Life Sciences 1 2040
## 625 2 2 Medical 1 1504
## 626 4 2 Life Sciences 1 1259
## 627 4 1 Medical 1 1445
## 628 15 2 Life Sciences 1 461
## 629 2 1 Life Sciences 1 1096
## 630 9 3 Medical 1 717
## 631 2 4 Technical Degree 1 1873
## 632 1 3 Marketing 1 1950
## 633 3 4 Life Sciences 1 1036
## 634 3 2 Life Sciences 1 155
## 635 7 3 Life Sciences 1 451
## 636 4 4 Other 1 1185
## 637 2 2 Medical 1 1109
## 638 13 4 Medical 1 1951
## 639 23 3 Medical 1 639
## 640 2 1 Marketing 1 667
## 641 24 1 Life Sciences 1 11
## 642 12 3 Life Sciences 1 1829
## 643 2 1 Medical 1 1074
## 644 16 4 Technical Degree 1 1905
## 645 5 2 Life Sciences 1 1210
## 646 4 4 Marketing 1 215
## 647 8 1 Medical 1 1156
## 648 17 4 Medical 1 1718
## 649 1 4 Marketing 1 100
## 650 7 3 Life Sciences 1 1649
## 651 1 3 Medical 1 1564
## 652 7 4 Marketing 1 1233
## 653 9 4 Medical 1 1166
## 654 29 1 Medical 1 473
## 655 4 1 Technical Degree 1 593
## 656 11 2 Medical 1 390
## 657 8 4 Life Sciences 1 296
## 658 11 4 Medical 1 1520
## 659 6 3 Medical 1 466
## 660 11 3 Life Sciences 1 85
## 661 24 4 Life Sciences 1 772
## 662 2 4 Life Sciences 1 579
## 663 2 3 Life Sciences 1 1732
## 664 10 3 Other 1 1028
## 665 23 4 Marketing 1 60
## 666 1 3 Life Sciences 1 1753
## 667 1 1 Medical 1 312
## 668 10 1 Medical 1 584
## 669 7 2 Life Sciences 1 1309
## 670 3 3 Life Sciences 1 1250
## 671 7 4 Medical 1 102
## 672 2 4 Medical 1 1670
## 673 7 3 Life Sciences 1 1507
## 674 25 4 Life Sciences 1 881
## 675 8 3 Medical 1 1647
## 676 4 2 Marketing 1 1280
## 677 1 3 Other 1 823
## 678 11 3 Technical Degree 1 1985
## 679 4 2 Life Sciences 1 2025
## 680 7 4 Life Sciences 1 941
## 681 4 1 Marketing 1 885
## 682 21 3 Medical 1 525
## 683 26 4 Life Sciences 1 1682
## 684 24 2 Life Sciences 1 223
## 685 21 3 Medical 1 221
## 686 9 1 Life Sciences 1 581
## 687 14 1 Other 1 1421
## 688 4 4 Medical 1 305
## 689 2 3 Life Sciences 1 243
## 690 2 3 Human Resources 1 1805
## 691 10 4 Human Resources 1 1563
## 692 29 4 Life Sciences 1 376
## 693 2 4 Other 1 477
## 694 4 3 Technical Degree 1 514
## 695 1 4 Medical 1 1700
## 696 2 4 Life Sciences 1 925
## 697 4 5 Medical 1 1644
## 698 5 2 Life Sciences 1 304
## 699 3 2 Medical 1 1624
## 700 15 2 Life Sciences 1 1217
## 701 6 1 Medical 1 1865
## 702 9 1 Life Sciences 1 1163
## 703 8 2 Marketing 1 1243
## 704 20 2 Medical 1 1818
## 705 6 2 Medical 1 321
## 706 10 2 Life Sciences 1 599
## 707 7 4 Medical 1 1830
## 708 8 2 Medical 1 1461
## 709 6 2 Other 1 1782
## 710 2 4 Life Sciences 1 905
## 711 17 4 Medical 1 1321
## 712 29 3 Marketing 1 568
## 713 2 2 Technical Degree 1 1258
## 714 3 4 Medical 1 481
## 715 8 4 Life Sciences 1 789
## 716 22 1 Human Resources 1 1714
## 717 10 3 Marketing 1 1179
## 718 10 3 Other 1 1097
## 719 12 4 Other 1 1667
## 720 3 3 Medical 1 1121
## 721 3 3 Other 1 689
## 722 19 3 Life Sciences 1 1631
## 723 1 4 Other 1 1431
## 724 12 5 Medical 1 1073
## 725 8 3 Life Sciences 1 1860
## 726 1 3 Life Sciences 1 350
## 727 21 2 Medical 1 900
## 728 10 4 Medical 1 277
## 729 24 3 Technical Degree 1 622
## 730 2 1 Technical Degree 1 169
## 731 8 3 Life Sciences 1 920
## 732 3 2 Medical 1 445
## 733 22 3 Human Resources 1 1944
## 734 11 4 Other 1 631
## 735 7 4 Medical 1 1577
## 736 2 2 Medical 1 1898
## 737 24 1 Marketing 1 2056
## 738 3 3 Life Sciences 1 1254
## 739 18 3 Medical 1 975
## 740 25 2 Other 1 652
## 741 28 3 Life Sciences 1 183
## 742 7 3 Life Sciences 1 613
## 743 13 3 Medical 1 1543
## 744 4 1 Medical 1 1735
## 745 8 2 Other 1 2018
## 746 21 2 Technical Degree 1 1551
## 747 13 3 Human Resources 1 1844
## 748 1 3 Medical 1 1184
## 749 29 1 Medical 1 1725
## 750 2 3 Life Sciences 1 242
## 751 9 3 Marketing 1 1077
## 752 1 3 Life Sciences 1 1331
## 753 20 5 Medical 1 1606
## 754 10 3 Life Sciences 1 1869
## 755 2 4 Technical Degree 1 126
## 756 24 3 Medical 1 744
## 757 21 1 Life Sciences 1 942
## 758 5 4 Technical Degree 1 1473
## 759 4 2 Medical 1 1687
## 760 2 3 Marketing 1 1277
## 761 10 3 Life Sciences 1 994
## 762 2 2 Other 1 820
## 763 10 2 Medical 1 1329
## 764 1 3 Life Sciences 1 1040
## 765 3 2 Human Resources 1 847
## 766 5 5 Medical 1 1611
## 767 7 2 Technical Degree 1 1085
## 768 28 3 Other 1 615
## 769 2 4 Technical Degree 1 1228
## 770 9 4 Life Sciences 1 1117
## 771 10 3 Marketing 1 446
## 772 1 2 Marketing 1 244
## 773 2 4 Technical Degree 1 343
## 774 9 3 Medical 1 90
## 775 2 3 Life Sciences 1 1547
## 776 10 1 Medical 1 784
## 777 1 3 Life Sciences 1 1499
## 778 2 1 Life Sciences 1 1190
## 779 7 3 Medical 1 1693
## 780 1 4 Medical 1 2027
## 781 20 2 Marketing 1 248
## 782 2 4 Technical Degree 1 721
## 783 3 2 Human Resources 1 910
## 784 25 3 Medical 1 1220
## 785 2 4 Marketing 1 1731
## 786 8 5 Life Sciences 1 1430
## 787 3 3 Technical Degree 1 1786
## 788 8 4 Medical 1 433
## 789 2 3 Medical 1 1770
## 790 1 3 Medical 1 1303
## 791 3 2 Medical 1 1509
## 792 27 2 Medical 1 247
## 793 2 2 Medical 1 1638
## 794 8 3 Technical Degree 1 83
## 795 18 4 Life Sciences 1 275
## 796 3 3 Life Sciences 1 702
## 797 20 2 Medical 1 372
## 798 8 1 Medical 1 1783
## 799 10 3 Medical 1 1248
## 800 3 2 Life Sciences 1 1664
## 801 1 3 Life Sciences 1 52
## 802 2 1 Life Sciences 1 604
## 803 10 1 Medical 1 429
## 804 4 3 Technical Degree 1 1100
## 805 23 3 Medical 1 132
## 806 10 3 Life Sciences 1 1790
## 807 18 1 Life Sciences 1 1399
## 808 19 1 Medical 1 217
## 809 16 1 Life Sciences 1 1729
## 810 17 3 Technical Degree 1 233
## 811 9 3 Medical 1 239
## 812 1 3 Technical Degree 1 1415
## 813 10 4 Marketing 1 507
## 814 26 4 Life Sciences 1 1625
## 815 9 3 Marketing 1 893
## 816 9 3 Medical 1 1238
## 817 2 3 Medical 1 833
## 818 7 3 Medical 1 817
## 819 2 1 Medical 1 198
## 820 13 2 Marketing 1 1933
## 821 5 4 Other 1 1607
## 822 20 2 Marketing 1 349
## 823 28 3 Marketing 1 2035
## 824 15 3 Medical 1 1160
## 825 12 4 Life Sciences 1 1614
## 826 1 4 Medical 1 1069
## 827 16 4 Marketing 1 1761
## 828 2 3 Marketing 1 1281
## 829 2 2 Medical 1 1760
## 830 3 3 Medical 1 644
## 831 23 2 Life Sciences 1 1002
## 832 22 1 Marketing 1 167
## 833 19 4 Medical 1 1216
## 834 9 2 Life Sciences 1 1193
## 835 8 1 Medical 1 1278
## 836 9 4 Medical 1 626
## 837 4 1 Life Sciences 1 1394
## 838 21 4 Life Sciences 1 621
## 839 4 3 Life Sciences 1 1827
## 840 10 3 Life Sciences 1 1867
## 841 3 3 Life Sciences 1 405
## 842 17 3 Other 1 1419
## 843 25 4 Medical 1 867
## 844 9 3 Life Sciences 1 1344
## 845 3 2 Life Sciences 1 1779
## 846 17 2 Medical 1 536
## 847 3 1 Medical 1 201
## 848 1 3 Medical 1 417
## 849 22 2 Marketing 1 492
## 850 6 3 Other 1 1918
## 851 20 3 Life Sciences 1 175
## 852 9 2 Medical 1 41
## 853 15 2 Life Sciences 1 15
## 854 16 2 Medical 1 412
## 855 16 2 Other 1 1886
## 856 7 1 Life Sciences 1 1492
## 857 3 3 Technical Degree 1 297
## 858 7 2 Life Sciences 1 442
## 859 9 4 Life Sciences 1 200
## 860 15 3 Medical 1 1295
## 861 6 2 Medical 1 1297
## 862 4 4 Marketing 1 1293
## 863 19 3 Marketing 1 502
## 864 3 3 Medical 1 746
## 865 29 3 Technical Degree 1 1465
## 866 4 3 Life Sciences 1 1363
## 867 26 4 Marketing 1 333
## 868 14 3 Medical 1 1503
## 869 7 3 Medical 1 1195
## 870 2 3 Medical 1 269
## EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1 2 Male 73 3 2
## 2 3 Male 44 2 5
## 3 3 Male 60 3 3
## 4 3 Female 48 3 3
## 5 1 Female 32 3 1
## 6 4 Male 32 3 3
## 7 2 Male 90 4 1
## 8 4 Female 88 2 2
## 9 3 Female 87 3 1
## 10 4 Male 92 2 2
## 11 1 Female 81 2 5
## 12 3 Male 43 3 1
## 13 3 Male 59 3 3
## 14 3 Male 72 3 1
## 15 4 Female 44 3 1
## 16 4 Female 45 3 2
## 17 3 Female 93 3 2
## 18 3 Female 30 3 2
## 19 4 Male 97 4 1
## 20 2 Male 78 4 2
## 21 2 Male 48 2 2
## 22 2 Male 56 4 2
## 23 4 Male 72 3 2
## 24 4 Male 54 3 2
## 25 2 Female 42 2 2
## 26 2 Male 88 3 5
## 27 3 Male 80 3 2
## 28 1 Female 77 3 2
## 29 1 Male 66 3 3
## 30 4 Male 41 3 1
## 31 4 Male 35 1 2
## 32 2 Male 79 4 1
## 33 3 Female 75 1 4
## 34 4 Male 58 2 1
## 35 4 Male 56 2 2
## 36 2 Male 100 4 1
## 37 4 Male 55 2 3
## 38 2 Male 96 2 2
## 39 4 Male 99 3 5
## 40 3 Male 67 4 1
## 41 2 Male 52 3 4
## 42 2 Male 46 1 2
## 43 4 Female 74 3 1
## 44 4 Male 93 2 5
## 45 4 Male 47 3 1
## 46 1 Female 74 3 1
## 47 1 Male 34 1 2
## 48 3 Male 73 2 3
## 49 2 Male 69 3 1
## 50 4 Male 57 3 1
## 51 3 Female 43 3 1
## 52 4 Female 76 3 5
## 53 1 Female 72 4 1
## 54 3 Male 57 3 2
## 55 3 Female 61 3 2
## 56 3 Male 94 3 1
## 57 3 Male 57 4 1
## 58 2 Male 87 3 1
## 59 1 Female 80 3 3
## 60 3 Male 73 1 1
## 61 3 Male 51 2 3
## 62 4 Female 63 3 3
## 63 1 Male 54 3 1
## 64 2 Female 33 3 1
## 65 4 Female 97 3 1
## 66 1 Male 80 4 1
## 67 2 Male 82 1 2
## 68 4 Male 78 3 1
## 69 2 Male 79 3 1
## 70 4 Female 42 3 1
## 71 4 Male 76 3 1
## 72 4 Male 84 3 2
## 73 2 Male 50 2 2
## 74 2 Male 46 3 1
## 75 2 Male 64 3 3
## 76 3 Female 58 3 2
## 77 4 Male 64 2 3
## 78 4 Male 56 4 4
## 79 4 Female 57 2 3
## 80 4 Female 59 1 1
## 81 1 Female 61 1 2
## 82 4 Male 49 3 2
## 83 1 Male 72 2 2
## 84 3 Male 51 4 2
## 85 3 Female 53 3 2
## 86 3 Female 69 2 4
## 87 4 Male 42 3 2
## 88 3 Male 39 2 1
## 89 4 Male 37 3 3
## 90 2 Female 83 3 5
## 91 4 Male 42 3 1
## 92 4 Female 45 2 3
## 93 4 Male 92 2 1
## 94 1 Female 51 3 2
## 95 3 Female 53 3 5
## 96 2 Male 99 3 2
## 97 3 Female 51 3 4
## 98 3 Male 100 2 2
## 99 4 Female 97 3 1
## 100 4 Female 86 2 1
## 101 2 Male 91 3 1
## 102 1 Male 31 3 3
## 103 3 Female 72 3 2
## 104 1 Male 58 4 1
## 105 4 Male 39 4 4
## 106 1 Male 82 4 1
## 107 4 Male 41 3 2
## 108 3 Male 71 4 5
## 109 4 Female 66 3 2
## 110 4 Male 78 3 1
## 111 3 Male 39 2 1
## 112 4 Male 70 3 4
## 113 2 Male 87 3 3
## 114 4 Female 61 3 2
## 115 3 Male 94 3 2
## 116 1 Male 32 3 3
## 117 3 Male 57 3 2
## 118 4 Male 46 2 2
## 119 1 Male 56 3 1
## 120 3 Female 98 3 2
## 121 1 Female 63 4 3
## 122 3 Male 58 3 1
## 123 4 Male 74 3 3
## 124 4 Female 46 2 2
## 125 2 Male 44 3 2
## 126 3 Female 55 3 2
## 127 2 Female 72 1 1
## 128 2 Female 93 2 2
## 129 1 Female 73 2 2
## 130 1 Female 45 4 4
## 131 1 Male 43 2 2
## 132 4 Female 80 3 2
## 133 4 Female 88 2 2
## 134 4 Male 66 3 2
## 135 3 Female 82 2 2
## 136 3 Female 38 4 2
## 137 2 Female 36 2 1
## 138 3 Female 56 3 3
## 139 4 Male 70 3 1
## 140 3 Male 87 3 3
## 141 4 Male 68 3 4
## 142 1 Male 88 3 1
## 143 4 Male 75 3 3
## 144 3 Male 98 3 2
## 145 2 Female 89 4 2
## 146 4 Male 61 3 2
## 147 4 Female 72 3 1
## 148 1 Male 46 3 2
## 149 4 Male 49 3 1
## 150 2 Female 39 1 2
## 151 2 Male 46 3 2
## 152 4 Male 55 3 2
## 153 4 Male 91 2 2
## 154 2 Male 85 4 2
## 155 2 Male 83 3 1
## 156 4 Female 85 3 2
## 157 2 Female 92 3 2
## 158 1 Male 84 3 4
## 159 3 Female 83 3 3
## 160 1 Female 60 3 3
## 161 4 Male 55 2 2
## 162 2 Male 72 2 3
## 163 3 Male 39 3 2
## 164 4 Female 82 4 2
## 165 3 Male 96 3 3
## 166 3 Female 49 2 1
## 167 1 Female 72 3 4
## 168 1 Female 95 4 4
## 169 4 Male 78 3 2
## 170 3 Female 93 3 1
## 171 3 Male 99 3 2
## 172 3 Male 64 3 2
## 173 1 Female 86 3 3
## 174 4 Male 82 4 3
## 175 3 Male 45 3 4
## 176 4 Female 70 2 1
## 177 4 Male 78 3 5
## 178 1 Male 57 3 1
## 179 2 Female 43 3 3
## 180 1 Female 59 2 2
## 181 3 Male 44 2 3
## 182 2 Female 31 3 2
## 183 2 Female 72 4 1
## 184 2 Female 32 3 3
## 185 3 Female 48 3 1
## 186 4 Male 94 3 1
## 187 4 Male 77 4 2
## 188 2 Female 47 4 4
## 189 1 Male 96 3 5
## 190 2 Male 43 3 2
## 191 4 Female 64 3 2
## 192 1 Female 68 3 3
## 193 3 Female 87 3 2
## 194 2 Female 37 3 2
## 195 1 Male 36 2 1
## 196 3 Male 96 3 1
## 197 4 Male 96 3 1
## 198 4 Male 56 2 4
## 199 1 Female 42 2 3
## 200 4 Male 94 2 1
## 201 2 Female 100 4 4
## 202 2 Male 66 3 2
## 203 3 Female 98 2 2
## 204 1 Female 67 1 1
## 205 3 Female 56 3 1
## 206 2 Male 61 3 1
## 207 1 Female 85 1 2
## 208 2 Male 70 3 2
## 209 4 Female 84 3 1
## 210 3 Male 96 3 3
## 211 1 Female 60 2 4
## 212 4 Male 90 3 5
## 213 4 Male 80 4 1
## 214 4 Female 43 2 2
## 215 1 Male 54 2 1
## 216 3 Male 68 3 1
## 217 3 Female 76 3 2
## 218 4 Female 58 3 4
## 219 1 Female 75 3 1
## 220 3 Male 53 3 1
## 221 4 Male 60 3 2
## 222 1 Female 100 3 2
## 223 3 Female 36 3 2
## 224 1 Male 72 2 1
## 225 2 Male 71 3 1
## 226 4 Male 76 3 1
## 227 3 Male 75 3 1
## 228 4 Male 60 4 1
## 229 1 Female 33 3 2
## 230 3 Female 41 2 4
## 231 4 Female 59 2 2
## 232 4 Female 97 3 1
## 233 3 Male 82 1 4
## 234 4 Female 52 3 2
## 235 3 Male 92 3 4
## 236 1 Male 46 2 3
## 237 1 Male 56 3 5
## 238 1 Female 92 3 2
## 239 3 Female 82 3 1
## 240 4 Female 50 2 3
## 241 4 Male 56 3 3
## 242 2 Female 83 3 5
## 243 3 Male 76 3 1
## 244 1 Male 68 2 1
## 245 2 Male 79 2 2
## 246 1 Female 62 2 1
## 247 3 Female 39 3 3
## 248 2 Male 68 2 1
## 249 4 Female 75 3 2
## 250 2 Female 91 3 4
## 251 2 Male 59 2 1
## 252 1 Male 84 3 2
## 253 2 Female 95 2 1
## 254 4 Male 89 4 1
## 255 4 Male 55 2 3
## 256 1 Male 52 3 1
## 257 4 Female 84 3 1
## 258 4 Female 73 3 2
## 259 3 Male 64 3 3
## 260 4 Male 57 3 1
## 261 3 Female 90 2 1
## 262 1 Male 100 2 1
## 263 3 Male 58 3 1
## 264 3 Female 84 3 1
## 265 2 Male 52 3 1
## 266 1 Male 84 4 1
## 267 2 Male 71 3 4
## 268 4 Male 95 3 1
## 269 4 Male 36 3 2
## 270 3 Male 85 3 2
## 271 3 Female 67 3 2
## 272 4 Female 66 3 2
## 273 2 Female 36 2 2
## 274 3 Female 98 2 2
## 275 3 Male 61 4 5
## 276 4 Female 92 3 5
## 277 1 Female 43 3 1
## 278 3 Female 33 3 1
## 279 3 Male 46 2 2
## 280 4 Male 30 3 2
## 281 4 Male 73 3 2
## 282 4 Male 59 3 1
## 283 3 Female 52 3 2
## 284 4 Male 73 3 2
## 285 3 Male 37 4 1
## 286 2 Male 79 3 2
## 287 4 Male 75 3 1
## 288 2 Male 93 3 1
## 289 2 Female 92 3 3
## 290 1 Female 72 3 1
## 291 4 Female 91 3 1
## 292 2 Female 47 3 2
## 293 4 Female 99 3 1
## 294 3 Female 98 3 3
## 295 3 Male 38 3 4
## 296 4 Male 43 3 1
## 297 4 Male 45 2 2
## 298 1 Male 66 1 2
## 299 3 Male 46 2 1
## 300 1 Male 84 1 1
## 301 2 Male 48 3 2
## 302 2 Male 71 3 3
## 303 1 Male 94 2 1
## 304 2 Male 48 3 2
## 305 4 Male 51 3 1
## 306 1 Male 46 2 1
## 307 1 Male 64 3 1
## 308 3 Male 40 2 1
## 309 3 Male 62 3 2
## 310 4 Male 57 4 2
## 311 2 Male 45 3 2
## 312 2 Female 75 3 4
## 313 4 Female 33 3 1
## 314 2 Male 34 2 2
## 315 1 Male 84 3 2
## 316 4 Female 83 3 2
## 317 3 Female 75 3 1
## 318 2 Male 45 2 2
## 319 1 Male 44 2 2
## 320 2 Female 57 4 1
## 321 3 Female 70 2 1
## 322 2 Male 42 3 1
## 323 2 Male 75 2 1
## 324 4 Female 74 2 2
## 325 4 Female 65 2 4
## 326 2 Female 76 3 1
## 327 2 Female 31 3 5
## 328 4 Male 35 3 2
## 329 4 Female 58 2 2
## 330 3 Female 31 3 4
## 331 3 Male 36 3 4
## 332 4 Male 32 1 3
## 333 3 Male 99 3 1
## 334 3 Female 68 3 3
## 335 3 Female 32 2 5
## 336 1 Female 54 2 2
## 337 4 Male 54 3 2
## 338 1 Male 45 3 2
## 339 4 Male 81 3 2
## 340 4 Female 33 3 1
## 341 2 Female 82 2 1
## 342 4 Male 52 2 1
## 343 4 Male 34 2 3
## 344 3 Female 71 3 1
## 345 3 Male 61 3 2
## 346 2 Male 77 3 4
## 347 4 Male 95 3 2
## 348 3 Female 84 3 2
## 349 4 Male 74 1 1
## 350 3 Male 81 3 4
## 351 3 Male 83 3 3
## 352 2 Male 100 4 2
## 353 3 Female 92 2 2
## 354 4 Male 72 3 2
## 355 3 Female 81 3 3
## 356 4 Male 81 1 2
## 357 3 Female 46 2 1
## 358 3 Female 71 2 1
## 359 1 Male 33 3 2
## 360 4 Male 47 3 1
## 361 3 Male 65 2 5
## 362 3 Male 45 4 1
## 363 1 Female 57 1 5
## 364 1 Male 49 3 5
## 365 4 Female 58 1 5
## 366 3 Female 86 4 4
## 367 3 Female 46 3 2
## 368 1 Male 47 3 2
## 369 4 Male 45 4 1
## 370 1 Female 74 4 2
## 371 3 Female 96 3 2
## 372 3 Female 69 3 3
## 373 1 Male 97 3 3
## 374 2 Female 71 3 1
## 375 4 Male 54 3 1
## 376 3 Male 88 1 4
## 377 3 Female 43 4 1
## 378 2 Male 77 3 2
## 379 2 Female 69 1 1
## 380 1 Female 48 3 1
## 381 4 Male 42 3 5
## 382 3 Female 61 3 1
## 383 3 Male 96 3 2
## 384 3 Male 62 3 1
## 385 1 Male 34 3 1
## 386 4 Female 80 3 3
## 387 3 Female 92 3 3
## 388 4 Male 34 3 2
## 389 3 Female 51 3 2
## 390 1 Female 99 2 1
## 391 3 Female 93 3 2
## 392 3 Female 47 2 2
## 393 3 Male 48 3 1
## 394 3 Female 80 2 3
## 395 2 Male 35 3 1
## 396 3 Male 32 3 1
## 397 1 Male 51 3 4
## 398 1 Female 52 3 1
## 399 3 Male 57 3 2
## 400 2 Male 86 3 3
## 401 3 Female 43 1 2
## 402 3 Female 36 3 2
## 403 2 Female 64 3 1
## 404 2 Female 42 3 3
## 405 3 Female 53 2 1
## 406 2 Male 50 2 4
## 407 1 Female 91 2 2
## 408 3 Male 60 1 1
## 409 1 Female 78 2 4
## 410 2 Male 94 3 4
## 411 1 Male 77 2 1
## 412 4 Male 35 3 3
## 413 2 Male 73 3 1
## 414 4 Male 79 3 2
## 415 4 Female 33 1 1
## 416 2 Male 90 3 2
## 417 3 Female 49 3 1
## 418 3 Male 81 4 1
## 419 4 Female 56 2 2
## 420 2 Male 93 2 3
## 421 1 Male 94 3 2
## 422 2 Female 72 3 2
## 423 2 Male 76 1 2
## 424 4 Female 97 3 1
## 425 3 Male 48 2 2
## 426 3 Male 79 2 3
## 427 3 Male 64 3 1
## 428 4 Male 100 2 1
## 429 4 Male 62 2 1
## 430 4 Male 84 2 2
## 431 4 Male 74 3 2
## 432 3 Male 74 3 1
## 433 1 Male 97 2 2
## 434 4 Female 91 2 1
## 435 1 Male 67 2 3
## 436 2 Female 56 3 2
## 437 3 Male 46 3 1
## 438 3 Male 95 3 1
## 439 1 Male 86 2 1
## 440 2 Female 33 4 2
## 441 4 Female 38 3 2
## 442 4 Female 43 3 1
## 443 1 Male 79 3 1
## 444 3 Female 44 3 1
## 445 3 Male 46 3 5
## 446 1 Male 74 3 1
## 447 4 Male 90 3 2
## 448 2 Male 95 4 2
## 449 4 Female 50 3 2
## 450 1 Male 52 2 2
## 451 2 Female 95 3 2
## 452 4 Male 49 3 1
## 453 3 Male 84 3 2
## 454 2 Male 43 3 2
## 455 4 Female 40 2 4
## 456 2 Male 88 3 5
## 457 1 Female 67 3 2
## 458 3 Male 71 3 2
## 459 1 Female 90 3 1
## 460 1 Male 37 2 2
## 461 2 Male 97 3 1
## 462 1 Male 77 3 1
## 463 3 Female 77 3 3
## 464 4 Female 30 3 2
## 465 3 Male 38 2 1
## 466 4 Male 45 3 1
## 467 3 Male 70 3 1
## 468 2 Female 55 4 1
## 469 2 Male 79 1 2
## 470 4 Female 57 4 2
## 471 2 Male 41 3 1
## 472 4 Male 73 2 1
## 473 4 Male 52 3 3
## 474 3 Male 83 3 1
## 475 1 Male 50 3 1
## 476 1 Male 98 3 2
## 477 4 Male 66 2 2
## 478 1 Male 45 3 2
## 479 3 Female 54 3 1
## 480 3 Female 42 4 3
## 481 1 Male 89 3 2
## 482 4 Male 48 3 1
## 483 3 Male 86 2 2
## 484 3 Female 67 3 1
## 485 4 Female 94 3 3
## 486 2 Female 94 3 2
## 487 2 Male 89 3 1
## 488 1 Male 31 3 1
## 489 1 Male 98 2 3
## 490 2 Female 96 3 2
## 491 3 Female 35 3 5
## 492 4 Female 43 3 4
## 493 3 Male 42 2 2
## 494 4 Female 91 2 3
## 495 2 Female 63 2 2
## 496 1 Female 66 3 4
## 497 1 Male 69 3 1
## 498 2 Male 53 3 1
## 499 3 Male 94 3 2
## 500 1 Female 32 1 2
## 501 3 Female 53 2 3
## 502 3 Male 50 2 1
## 503 4 Female 95 3 1
## 504 2 Female 51 4 3
## 505 1 Female 82 3 4
## 506 4 Female 67 2 2
## 507 4 Female 34 3 1
## 508 2 Male 52 3 3
## 509 1 Male 41 3 1
## 510 2 Female 49 3 5
## 511 1 Female 100 3 2
## 512 3 Male 71 3 3
## 513 1 Male 56 3 1
## 514 1 Female 98 3 3
## 515 1 Male 39 3 1
## 516 4 Male 84 1 2
## 517 3 Male 36 2 1
## 518 2 Male 57 3 1
## 519 1 Female 48 2 2
## 520 1 Male 97 3 1
## 521 3 Female 100 2 1
## 522 3 Male 51 3 1
## 523 2 Male 59 3 3
## 524 4 Male 58 2 5
## 525 3 Male 70 2 1
## 526 3 Female 38 2 3
## 527 3 Female 30 3 2
## 528 3 Male 80 3 2
## 529 2 Male 30 2 1
## 530 2 Female 72 3 1
## 531 3 Female 65 2 3
## 532 2 Female 73 3 2
## 533 3 Male 81 4 1
## 534 3 Female 34 3 2
## 535 2 Male 77 1 1
## 536 4 Male 37 4 1
## 537 4 Male 32 3 3
## 538 3 Male 52 3 1
## 539 1 Female 62 3 1
## 540 2 Male 45 3 2
## 541 3 Male 49 3 2
## 542 4 Male 90 4 1
## 543 3 Male 79 2 1
## 544 4 Male 88 3 2
## 545 3 Female 86 2 1
## 546 2 Female 35 2 1
## 547 1 Female 51 3 3
## 548 1 Male 51 2 2
## 549 1 Female 81 2 3
## 550 2 Male 36 3 1
## 551 4 Male 59 2 5
## 552 2 Male 63 2 1
## 553 2 Male 94 2 2
## 554 4 Male 51 3 1
## 555 4 Male 63 2 2
## 556 4 Male 75 3 2
## 557 3 Female 42 3 2
## 558 2 Male 83 2 1
## 559 2 Male 98 3 2
## 560 3 Male 57 3 2
## 561 4 Male 30 3 1
## 562 1 Male 87 3 4
## 563 3 Female 37 3 1
## 564 3 Female 40 3 3
## 565 4 Male 38 1 1
## 566 2 Male 42 3 1
## 567 4 Male 84 2 2
## 568 2 Male 64 2 2
## 569 3 Female 68 2 2
## 570 4 Male 95 3 4
## 571 3 Female 54 3 2
## 572 4 Female 65 3 1
## 573 3 Male 42 2 2
## 574 2 Male 92 4 2
## 575 1 Male 66 3 2
## 576 1 Male 51 2 2
## 577 1 Male 59 2 1
## 578 3 Male 90 2 1
## 579 1 Female 81 3 2
## 580 3 Male 82 3 2
## 581 4 Male 67 3 1
## 582 1 Female 44 3 4
## 583 2 Male 60 1 2
## 584 2 Female 81 3 2
## 585 4 Male 41 3 2
## 586 3 Male 99 3 2
## 587 2 Female 79 1 2
## 588 3 Male 82 2 1
## 589 1 Female 94 3 1
## 590 3 Female 30 3 1
## 591 2 Female 85 2 1
## 592 1 Female 40 2 2
## 593 1 Male 92 3 1
## 594 3 Female 84 3 1
## 595 1 Female 80 2 3
## 596 1 Male 48 4 2
## 597 4 Male 78 2 3
## 598 2 Female 78 2 2
## 599 2 Male 87 4 2
## 600 2 Male 61 3 1
## 601 4 Female 78 3 1
## 602 4 Male 62 3 2
## 603 2 Female 73 4 3
## 604 2 Female 54 3 1
## 605 2 Female 52 1 1
## 606 3 Male 59 4 4
## 607 1 Female 57 2 2
## 608 1 Female 44 4 2
## 609 3 Male 100 4 1
## 610 2 Female 88 2 1
## 611 4 Female 60 2 2
## 612 1 Female 62 2 2
## 613 1 Female 39 3 1
## 614 4 Male 37 2 1
## 615 3 Male 62 3 3
## 616 2 Male 57 2 2
## 617 1 Female 82 2 1
## 618 2 Female 75 3 2
## 619 4 Male 42 2 3
## 620 3 Male 41 2 1
## 621 4 Female 66 2 1
## 622 3 Male 64 4 2
## 623 2 Female 72 4 1
## 624 3 Female 31 3 3
## 625 3 Male 38 2 1
## 626 1 Male 76 3 1
## 627 4 Female 42 3 2
## 628 3 Male 92 2 3
## 629 4 Male 65 3 3
## 630 4 Female 46 2 3
## 631 2 Male 98 2 1
## 632 1 Male 32 3 3
## 633 2 Male 42 3 2
## 634 1 Female 39 3 1
## 635 3 Female 43 3 3
## 636 4 Male 47 2 1
## 637 4 Male 35 3 4
## 638 4 Male 39 3 3
## 639 2 Male 89 4 1
## 640 3 Male 85 3 1
## 641 4 Male 67 3 1
## 642 2 Female 47 3 2
## 643 3 Male 40 2 4
## 644 4 Male 85 1 1
## 645 1 Male 95 2 1
## 646 3 Male 67 2 3
## 647 3 Male 80 3 1
## 648 4 Male 62 1 1
## 649 3 Male 32 2 2
## 650 1 Male 73 3 1
## 651 4 Male 68 2 1
## 652 2 Male 52 4 2
## 653 2 Female 88 3 3
## 654 1 Female 91 3 3
## 655 3 Male 99 2 1
## 656 1 Male 60 3 2
## 657 2 Male 81 2 3
## 658 2 Female 87 3 4
## 659 4 Male 95 2 2
## 660 2 Male 95 2 2
## 661 1 Male 80 3 2
## 662 4 Male 62 2 1
## 663 3 Male 74 3 3
## 664 2 Male 45 3 1
## 665 2 Male 72 3 2
## 666 4 Male 70 4 2
## 667 2 Female 42 3 3
## 668 1 Male 38 1 1
## 669 4 Male 79 3 2
## 670 4 Male 85 3 4
## 671 1 Male 30 3 3
## 672 4 Male 93 3 2
## 673 3 Male 55 3 2
## 674 4 Female 96 3 1
## 675 2 Female 86 4 1
## 676 4 Female 33 2 5
## 677 3 Female 35 3 2
## 678 4 Female 73 3 2
## 679 4 Female 97 3 2
## 680 2 Male 41 2 1
## 681 3 Male 87 2 2
## 682 4 Male 61 3 1
## 683 1 Male 80 3 2
## 684 3 Male 83 4 3
## 685 3 Male 42 3 1
## 686 3 Male 33 3 3
## 687 3 Female 84 3 3
## 688 3 Female 47 2 1
## 689 2 Male 47 2 1
## 690 1 Male 100 3 1
## 691 3 Male 71 3 2
## 692 1 Male 88 3 3
## 693 1 Male 98 2 2
## 694 3 Male 40 3 1
## 695 3 Male 31 1 2
## 696 4 Female 65 2 1
## 697 3 Male 89 2 4
## 698 4 Male 62 3 2
## 699 2 Female 70 3 1
## 700 4 Male 52 3 5
## 701 4 Male 87 2 1
## 702 2 Female 70 3 2
## 703 3 Female 78 2 3
## 704 4 Female 69 3 1
## 705 2 Male 52 3 1
## 706 4 Male 56 3 2
## 707 4 Female 68 3 2
## 708 4 Female 96 4 1
## 709 4 Female 40 2 1
## 710 1 Male 98 3 4
## 711 2 Female 95 3 3
## 712 1 Male 56 2 4
## 713 4 Male 76 4 1
## 714 1 Male 48 2 3
## 715 1 Male 76 2 3
## 716 4 Male 58 1 1
## 717 3 Male 72 2 2
## 718 3 Female 59 3 2
## 719 4 Male 36 3 2
## 720 4 Female 93 3 3
## 721 3 Male 36 3 3
## 722 3 Male 85 3 2
## 723 4 Male 91 3 1
## 724 4 Female 51 2 3
## 725 4 Male 81 3 1
## 726 1 Female 62 3 2
## 727 3 Female 54 3 1
## 728 4 Male 43 3 1
## 729 3 Male 66 1 1
## 730 3 Male 100 3 1
## 731 1 Female 55 3 2
## 732 4 Female 41 3 2
## 733 1 Female 58 2 1
## 734 4 Male 60 4 2
## 735 1 Male 35 3 1
## 736 1 Female 89 4 2
## 737 2 Female 60 2 4
## 738 3 Female 48 2 2
## 739 3 Female 86 3 2
## 740 1 Male 54 2 2
## 741 1 Male 41 2 2
## 742 3 Male 44 2 3
## 743 1 Male 47 3 2
## 744 3 Female 51 3 1
## 745 1 Female 85 3 2
## 746 3 Male 57 2 1
## 747 1 Male 56 2 1
## 748 4 Male 97 2 2
## 749 2 Male 91 3 1
## 750 3 Male 90 3 1
## 751 4 Female 54 3 1
## 752 4 Female 54 3 1
## 753 2 Male 41 3 4
## 754 3 Female 64 3 3
## 755 1 Female 60 3 3
## 756 1 Male 49 1 1
## 757 4 Female 51 3 2
## 758 1 Male 96 3 2
## 759 4 Female 87 3 1
## 760 1 Female 94 1 5
## 761 4 Female 92 2 1
## 762 3 Female 33 3 4
## 763 3 Male 40 1 2
## 764 4 Female 95 3 2
## 765 3 Male 88 3 1
## 766 3 Female 50 1 2
## 767 2 Female 43 4 1
## 768 3 Male 58 1 3
## 769 4 Male 60 3 2
## 770 2 Female 65 2 2
## 771 2 Male 46 2 2
## 772 2 Female 92 3 3
## 773 3 Female 64 3 3
## 774 4 Male 79 2 1
## 775 4 Male 40 3 3
## 776 1 Male 79 4 1
## 777 3 Male 46 3 1
## 778 3 Female 76 3 1
## 779 4 Male 76 3 1
## 780 1 Male 36 3 1
## 781 2 Female 70 3 1
## 782 4 Female 80 2 2
## 783 4 Male 57 3 1
## 784 2 Female 82 3 2
## 785 3 Male 87 3 2
## 786 1 Female 93 3 4
## 787 1 Female 53 3 3
## 788 3 Male 85 2 2
## 789 3 Male 60 2 5
## 790 4 Female 40 3 1
## 791 3 Female 43 2 2
## 792 4 Female 95 3 1
## 793 4 Female 54 2 3
## 794 3 Female 59 3 3
## 795 4 Male 92 3 2
## 796 1 Male 70 3 1
## 797 3 Male 79 3 4
## 798 3 Female 79 3 1
## 799 1 Female 96 2 1
## 800 4 Male 79 4 2
## 801 3 Female 42 4 2
## 802 2 Male 77 3 2
## 803 3 Male 99 3 4
## 804 4 Male 86 3 3
## 805 2 Male 67 3 2
## 806 4 Male 90 3 3
## 807 1 Male 93 4 2
## 808 3 Male 80 3 1
## 809 2 Male 33 3 1
## 810 3 Male 51 3 1
## 811 3 Male 66 3 2
## 812 1 Male 81 3 1
## 813 4 Female 77 3 2
## 814 4 Female 98 3 5
## 815 2 Male 98 2 1
## 816 1 Male 60 3 1
## 817 3 Female 52 2 2
## 818 3 Male 49 3 3
## 819 2 Male 35 2 1
## 820 4 Female 84 3 2
## 821 2 Female 35 4 1
## 822 4 Male 45 3 2
## 823 4 Female 95 2 2
## 824 3 Male 72 3 1
## 825 3 Female 76 3 2
## 826 4 Male 40 3 5
## 827 1 Male 70 3 3
## 828 3 Female 86 3 2
## 829 3 Female 75 2 1
## 830 1 Male 99 3 5
## 831 4 Male 42 3 2
## 832 4 Male 50 3 1
## 833 4 Male 78 2 1
## 834 3 Male 54 3 1
## 835 4 Male 37 2 4
## 836 1 Male 69 3 3
## 837 3 Male 54 3 1
## 838 4 Male 74 4 2
## 839 3 Female 92 2 3
## 840 4 Male 91 2 5
## 841 3 Male 54 3 1
## 842 2 Male 51 2 3
## 843 3 Female 81 2 4
## 844 4 Male 86 3 3
## 845 4 Female 32 1 2
## 846 3 Male 79 3 2
## 847 2 Female 79 3 1
## 848 3 Male 48 4 3
## 849 3 Male 68 2 2
## 850 3 Male 61 4 1
## 851 2 Female 71 1 2
## 852 4 Male 83 2 1
## 853 4 Female 49 2 2
## 854 2 Male 68 4 2
## 855 4 Female 44 2 2
## 856 4 Male 76 3 1
## 857 4 Female 88 3 1
## 858 3 Female 48 2 3
## 859 3 Male 94 3 1
## 860 1 Female 73 3 3
## 861 2 Female 40 2 1
## 862 4 Female 56 2 3
## 863 1 Male 67 4 2
## 864 4 Female 49 3 4
## 865 2 Male 55 3 3
## 866 4 Male 54 3 3
## 867 3 Male 100 3 2
## 868 3 Female 78 3 2
## 869 1 Female 83 3 1
## 870 2 Female 37 3 2
## JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1 Sales Executive 4 Divorced 4403
## 2 Research Director 3 Single 19626
## 3 Manufacturing Director 4 Single 9362
## 4 Sales Executive 4 Married 10422
## 5 Research Scientist 4 Single 3760
## 6 Manufacturing Director 1 Divorced 8793
## 7 Research Scientist 3 Married 2127
## 8 Sales Executive 4 Divorced 6694
## 9 Sales Representative 3 Married 2220
## 10 Healthcare Representative 3 Married 5063
## 11 Manager 3 Married 19392
## 12 Human Resources 4 Divorced 2706
## 13 Manufacturing Director 3 Single 10221
## 14 Sales Representative 2 Married 2476
## 15 Human Resources 1 Single 3423
## 16 Sales Executive 3 Married 6932
## 17 Manufacturing Director 1 Married 6725
## 18 Manufacturing Director 3 Married 5258
## 19 Research Scientist 4 Married 2932
## 20 Healthcare Representative 1 Married 5033
## 21 Manufacturing Director 2 Divorced 8847
## 22 Sales Executive 2 Married 8120
## 23 Laboratory Technician 3 Divorced 5679
## 24 Sales Executive 1 Single 5332
## 25 Healthcare Representative 4 Single 6949
## 26 Manager 2 Married 18213
## 27 Sales Executive 2 Married 9924
## 28 Sales Executive 1 Single 8224
## 29 Sales Executive 1 Single 10448
## 30 Research Scientist 4 Married 4258
## 31 Sales Executive 4 Divorced 4668
## 32 Laboratory Technician 2 Married 2028
## 33 Manager 2 Married 16872
## 34 Laboratory Technician 3 Married 2258
## 35 Manufacturing Director 4 Single 9679
## 36 Laboratory Technician 2 Married 2794
## 37 Sales Executive 1 Married 10306
## 38 Sales Executive 1 Divorced 6134
## 39 Manager 2 Single 19717
## 40 Sales Representative 4 Married 2791
## 41 Manager 2 Divorced 16291
## 42 Sales Representative 3 Single 6632
## 43 Laboratory Technician 1 Divorced 2587
## 44 Manager 4 Single 19613
## 45 Research Scientist 3 Married 1223
## 46 Laboratory Technician 4 Single 3673
## 47 Sales Executive 2 Single 6735
## 48 Sales Executive 3 Divorced 8740
## 49 Sales Representative 2 Single 1878
## 50 Research Scientist 2 Divorced 2024
## 51 Research Scientist 1 Single 2619
## 52 Research Director 1 Married 19701
## 53 Research Scientist 4 Married 2011
## 54 Laboratory Technician 2 Married 4447
## 55 Manufacturing Director 4 Single 4424
## 56 Laboratory Technician 1 Divorced 2289
## 57 Research Scientist 3 Divorced 2759
## 58 Laboratory Technician 1 Single 4723
## 59 Research Director 4 Divorced 13603
## 60 Sales Representative 4 Single 1118
## 61 Sales Executive 4 Married 10325
## 62 Healthcare Representative 3 Married 7094
## 63 Sales Representative 3 Married 3067
## 64 Research Scientist 3 Single 1514
## 65 Laboratory Technician 2 Married 2210
## 66 Research Scientist 2 Divorced 3298
## 67 Research Scientist 4 Single 6646
## 68 Laboratory Technician 4 Single 2647
## 69 Research Scientist 1 Married 2194
## 70 Research Scientist 4 Single 2115
## 71 Research Scientist 4 Married 2782
## 72 Sales Executive 1 Single 8463
## 73 Manufacturing Director 3 Married 5916
## 74 Laboratory Technician 4 Married 4766
## 75 Sales Executive 2 Single 8446
## 76 Laboratory Technician 4 Single 4011
## 77 Sales Executive 3 Married 7083
## 78 Manager 1 Single 17567
## 79 Sales Executive 4 Single 8865
## 80 Laboratory Technician 4 Divorced 1129
## 81 Healthcare Representative 2 Married 4777
## 82 Manufacturing Director 3 Married 6883
## 83 Manufacturing Director 3 Married 5321
## 84 Research Scientist 1 Divorced 5974
## 85 Manufacturing Director 2 Single 5410
## 86 Manufacturing Director 4 Single 13726
## 87 Sales Executive 1 Single 4960
## 88 Laboratory Technician 2 Divorced 3743
## 89 Sales Executive 3 Single 8726
## 90 Manager 1 Single 18947
## 91 Laboratory Technician 4 Married 1702
## 92 Sales Executive 1 Married 7336
## 93 Laboratory Technician 3 Single 2090
## 94 Healthcare Representative 3 Single 6142
## 95 Manager 2 Single 19926
## 96 Sales Executive 3 Married 4907
## 97 Manager 2 Married 16606
## 98 Healthcare Representative 4 Divorced 5163
## 99 Laboratory Technician 2 Married 3180
## 100 Laboratory Technician 2 Married 3294
## 101 Laboratory Technician 1 Married 2099
## 102 Sales Executive 4 Divorced 10793
## 103 Sales Executive 3 Married 6538
## 104 Research Scientist 1 Married 2819
## 105 Research Director 2 Single 16598
## 106 Laboratory Technician 4 Married 4420
## 107 Manufacturing Director 3 Married 4319
## 108 Manager 2 Married 19636
## 109 Healthcare Representative 2 Married 8926
## 110 Research Scientist 1 Single 2439
## 111 Research Scientist 3 Divorced 2703
## 112 Manager 4 Married 17099
## 113 Healthcare Representative 2 Single 10445
## 114 Healthcare Representative 1 Divorced 5093
## 115 Sales Executive 1 Married 8966
## 116 Sales Executive 2 Single 7642
## 117 Sales Executive 4 Single 4950
## 118 Laboratory Technician 2 Married 4025
## 119 Research Scientist 3 Divorced 2451
## 120 Healthcare Representative 4 Single 6687
## 121 Research Director 1 Married 11713
## 122 Sales Representative 1 Single 2380
## 123 Sales Executive 1 Divorced 10761
## 124 Sales Executive 4 Single 4028
## 125 Sales Executive 4 Single 4554
## 126 Sales Executive 4 Married 5204
## 127 Research Scientist 1 Single 3919
## 128 Manufacturing Director 4 Married 5906
## 129 Research Scientist 3 Single 4081
## 130 Sales Executive 1 Divorced 13225
## 131 Sales Executive 2 Divorced 4187
## 132 Sales Executive 4 Single 4507
## 133 Healthcare Representative 4 Married 4523
## 134 Manufacturing Director 2 Married 5295
## 135 Laboratory Technician 3 Divorced 5257
## 136 Healthcare Representative 2 Married 4244
## 137 Laboratory Technician 1 Married 2319
## 138 Manufacturing Director 3 Married 10739
## 139 Laboratory Technician 1 Married 2404
## 140 Sales Executive 4 Single 7428
## 141 Manufacturing Director 2 Married 13402
## 142 Research Scientist 3 Divorced 2372
## 143 Manufacturing Director 3 Divorced 10845
## 144 Sales Executive 4 Married 6502
## 145 Healthcare Representative 3 Divorced 6377
## 146 Sales Executive 3 Married 4649
## 147 Research Scientist 2 Married 2756
## 148 Sales Executive 1 Married 6392
## 149 Laboratory Technician 2 Single 3597
## 150 Manufacturing Director 1 Divorced 4877
## 151 Sales Executive 1 Divorced 4233
## 152 Sales Executive 4 Single 5396
## 153 Sales Executive 3 Married 5484
## 154 Healthcare Representative 2 Single 6870
## 155 Laboratory Technician 2 Divorced 2008
## 156 Sales Executive 3 Married 4736
## 157 Sales Executive 2 Married 5677
## 158 Healthcare Representative 4 Divorced 12169
## 159 Manufacturing Director 1 Married 10820
## 160 Research Director 1 Married 13191
## 161 Laboratory Technician 4 Married 5126
## 162 Healthcare Representative 1 Single 8722
## 163 Sales Executive 3 Divorced 7104
## 164 Research Scientist 1 Single 6545
## 165 Sales Executive 2 Married 8020
## 166 Sales Representative 3 Single 2044
## 167 Research Director 2 Married 16413
## 168 Research Director 3 Divorced 16184
## 169 Research Scientist 1 Divorced 5577
## 170 Research Scientist 4 Divorced 2514
## 171 Sales Executive 4 Divorced 5304
## 172 Research Scientist 2 Married 5467
## 173 Healthcare Representative 3 Married 10527
## 174 Sales Executive 3 Divorced 8380
## 175 Manager 3 Divorced 14852
## 176 Research Scientist 2 Single 2070
## 177 Manager 1 Married 19859
## 178 Research Scientist 1 Married 2042
## 179 Sales Executive 4 Single 8998
## 180 Sales Executive 4 Single 8686
## 181 Manufacturing Director 2 Divorced 10274
## 182 Sales Executive 1 Divorced 6893
## 183 Research Scientist 3 Single 4739
## 184 Manufacturing Director 2 Single 8376
## 185 Laboratory Technician 3 Married 3755
## 186 Research Scientist 4 Married 2070
## 187 Manufacturing Director 3 Divorced 5206
## 188 Manager 2 Divorced 15972
## 189 Research Director 2 Divorced 19144
## 190 Sales Executive 3 Married 4221
## 191 Research Scientist 4 Married 5775
## 192 Sales Executive 1 Married 9637
## 193 Manufacturing Director 3 Divorced 4810
## 194 Sales Executive 4 Married 4051
## 195 Research Scientist 4 Single 3904
## 196 Research Scientist 4 Married 2723
## 197 Laboratory Technician 4 Married 2075
## 198 Sales Executive 2 Married 13120
## 199 Healthcare Representative 4 Married 10248
## 200 Laboratory Technician 2 Married 2127
## 201 Sales Executive 2 Single 13194
## 202 Research Scientist 2 Married 6220
## 203 Manufacturing Director 3 Married 6162
## 204 Research Scientist 2 Single 2216
## 205 Sales Representative 2 Married 3931
## 206 Research Scientist 1 Married 2559
## 207 Sales Executive 3 Single 5346
## 208 Healthcare Representative 1 Married 6673
## 209 Research Scientist 1 Divorced 3204
## 210 Sales Executive 3 Divorced 8189
## 211 Manufacturing Director 2 Married 13570
## 212 Manager 3 Married 18303
## 213 Research Scientist 4 Single 4680
## 214 Manufacturing Director 4 Married 6062
## 215 Research Scientist 4 Single 2045
## 216 Research Scientist 3 Divorced 2345
## 217 Healthcare Representative 3 Married 9824
## 218 Manager 4 Divorced 17174
## 219 Research Scientist 3 Single 2632
## 220 Research Scientist 4 Single 2875
## 221 Sales Executive 4 Single 6274
## 222 Sales Executive 1 Married 4286
## 223 Sales Executive 4 Divorced 5368
## 224 Research Scientist 3 Divorced 1563
## 225 Research Scientist 4 Divorced 4771
## 226 Laboratory Technician 2 Married 3748
## 227 Laboratory Technician 4 Divorced 1951
## 228 Research Scientist 2 Divorced 2328
## 229 Sales Executive 3 Married 4999
## 230 Healthcare Representative 3 Married 13966
## 231 Manufacturing Director 4 Divorced 5770
## 232 Sales Representative 4 Married 2014
## 233 Sales Executive 3 Married 12936
## 234 Sales Executive 1 Married 5940
## 235 Manager 4 Married 16959
## 236 Sales Executive 3 Married 10609
## 237 Manager 3 Married 18880
## 238 Research Scientist 4 Married 6322
## 239 Human Resources 2 Married 2187
## 240 Research Director 1 Divorced 13269
## 241 Manufacturing Director 1 Married 7406
## 242 Manager 2 Single 18061
## 243 Research Scientist 2 Married 2703
## 244 Sales Representative 1 Married 4400
## 245 Manufacturing Director 4 Married 5056
## 246 Laboratory Technician 4 Divorced 2532
## 247 Manufacturing Director 4 Single 7143
## 248 Sales Representative 2 Married 2269
## 249 Research Scientist 4 Divorced 5467
## 250 Manager 1 Married 16595
## 251 Laboratory Technician 3 Divorced 2008
## 252 Sales Executive 4 Divorced 5079
## 253 Research Scientist 3 Single 2274
## 254 Human Resources 1 Married 2956
## 255 Research Director 2 Divorced 13757
## 256 Research Scientist 3 Single 2438
## 257 Sales Representative 2 Divorced 2789
## 258 Sales Executive 1 Divorced 4779
## 259 Sales Executive 4 Married 9713
## 260 Laboratory Technician 3 Divorced 3977
## 261 Sales Representative 4 Single 2785
## 262 Research Scientist 1 Single 2362
## 263 Laboratory Technician 4 Married 2436
## 264 Sales Representative 4 Married 2157
## 265 Laboratory Technician 3 Married 2774
## 266 Laboratory Technician 2 Married 2426
## 267 Research Director 1 Divorced 17007
## 268 Laboratory Technician 2 Single 1393
## 269 Healthcare Representative 3 Divorced 5968
## 270 Manufacturing Director 1 Married 9957
## 271 Sales Executive 3 Married 5154
## 272 Research Scientist 2 Divorced 5433
## 273 Sales Representative 3 Married 3540
## 274 Sales Executive 1 Married 5647
## 275 Research Director 2 Single 18722
## 276 Manager 1 Divorced 19943
## 277 Research Scientist 2 Married 2244
## 278 Laboratory Technician 4 Single 2455
## 279 Sales Executive 3 Single 5744
## 280 Healthcare Representative 3 Married 4035
## 281 Sales Executive 4 Married 7847
## 282 Laboratory Technician 1 Single 4721
## 283 Healthcare Representative 4 Divorced 6513
## 284 Sales Executive 4 Divorced 7547
## 285 Human Resources 3 Married 2844
## 286 Laboratory Technician 3 Married 5207
## 287 Research Scientist 2 Single 2472
## 288 Laboratory Technician 4 Divorced 2661
## 289 Sales Executive 4 Married 9738
## 290 Sales Representative 4 Married 2572
## 291 Laboratory Technician 4 Divorced 2270
## 292 Laboratory Technician 2 Married 5674
## 293 Research Scientist 2 Single 2279
## 294 Research Director 2 Married 11957
## 295 Manager 4 Single 16437
## 296 Laboratory Technician 3 Married 2660
## 297 Manufacturing Director 3 Married 9547
## 298 Laboratory Technician 3 Single 6074
## 299 Research Scientist 1 Single 2321
## 300 Research Scientist 4 Married 3464
## 301 Sales Executive 2 Married 6524
## 302 Sales Executive 1 Married 9069
## 303 Research Scientist 2 Divorced 3537
## 304 Research Scientist 3 Single 5098
## 305 Research Scientist 3 Single 2479
## 306 Laboratory Technician 4 Married 3162
## 307 Laboratory Technician 4 Married 2380
## 308 Research Scientist 4 Married 2979
## 309 Healthcare Representative 2 Married 6385
## 310 Sales Executive 2 Married 4851
## 311 Research Scientist 4 Married 5484
## 312 Manufacturing Director 3 Single 13237
## 313 Research Scientist 3 Single 4084
## 314 Manufacturing Director 3 Married 6132
## 315 Sales Executive 1 Single 5405
## 316 Sales Executive 4 Single 4163
## 317 Sales Representative 3 Married 2231
## 318 Healthcare Representative 3 Single 4617
## 319 Sales Executive 4 Married 6120
## 320 Research Scientist 4 Single 2994
## 321 Laboratory Technician 2 Married 2332
## 322 Research Scientist 4 Married 2691
## 323 Research Scientist 4 Divorced 3761
## 324 Research Scientist 1 Divorced 4615
## 325 Manufacturing Director 4 Married 12742
## 326 Research Scientist 3 Single 2318
## 327 Research Director 4 Divorced 19049
## 328 Research Scientist 1 Divorced 5410
## 329 Research Scientist 2 Divorced 2133
## 330 Manager 1 Married 16799
## 331 Manager 3 Single 15379
## 332 Sales Executive 4 Married 10400
## 333 Research Scientist 2 Divorced 2342
## 334 Manufacturing Director 1 Married 7412
## 335 Manager 4 Married 18844
## 336 Research Scientist 3 Single 4508
## 337 Sales Executive 4 Divorced 4968
## 338 Healthcare Representative 4 Single 7756
## 339 Sales Executive 3 Single 4728
## 340 Laboratory Technician 1 Divorced 2341
## 341 Research Scientist 1 Married 3419
## 342 Laboratory Technician 4 Married 3867
## 343 Healthcare Representative 4 Divorced 7119
## 344 Research Scientist 3 Divorced 2083
## 345 Sales Executive 1 Divorced 4115
## 346 Sales Executive 1 Single 13341
## 347 Manufacturing Director 3 Single 4033
## 348 Manufacturing Director 2 Divorced 6397
## 349 Research Scientist 3 Single 2290
## 350 Healthcare Representative 4 Married 11103
## 351 Research Director 1 Married 13348
## 352 Sales Executive 4 Married 6929
## 353 Research Scientist 4 Married 4422
## 354 Healthcare Representative 4 Divorced 4069
## 355 Sales Executive 3 Divorced 10447
## 356 Sales Executive 1 Single 4759
## 357 Research Scientist 2 Married 2368
## 358 Research Scientist 2 Married 2546
## 359 Manufacturing Director 4 Married 6162
## 360 Laboratory Technician 4 Married 3210
## 361 Manager 3 Married 19999
## 362 Sales Representative 1 Single 1091
## 363 Manager 4 Married 19845
## 364 Research Director 3 Divorced 19436
## 365 Manager 3 Married 19187
## 366 Sales Executive 1 Married 13212
## 367 Laboratory Technician 2 Divorced 4444
## 368 Sales Executive 1 Married 5473
## 369 Research Scientist 3 Married 2073
## 370 Research Scientist 4 Single 5055
## 371 Manufacturing Director 1 Married 4148
## 372 Sales Executive 1 Married 8412
## 373 Laboratory Technician 1 Divorced 5210
## 374 Research Scientist 2 Married 3936
## 375 Sales Representative 1 Single 2728
## 376 Research Director 4 Single 14411
## 377 Laboratory Technician 1 Single 2743
## 378 Sales Executive 4 Divorced 5087
## 379 Research Scientist 4 Married 2168
## 380 Research Scientist 3 Married 2132
## 381 Research Director 3 Married 18300
## 382 Human Resources 3 Married 2942
## 383 Sales Executive 1 Divorced 5486
## 384 Sales Representative 1 Divorced 2322
## 385 Research Scientist 3 Married 2461
## 386 Research Director 1 Married 13582
## 387 Sales Executive 3 Single 8789
## 388 Manufacturing Director 4 Divorced 4262
## 389 Sales Representative 4 Single 4502
## 390 Sales Representative 2 Single 2174
## 391 Sales Executive 1 Married 6500
## 392 Sales Executive 4 Married 4157
## 393 Research Scientist 1 Divorced 3065
## 394 Sales Executive 1 Married 10266
## 395 Research Scientist 4 Single 2515
## 396 Research Scientist 4 Divorced 2695
## 397 Research Director 3 Married 17861
## 398 Human Resources 3 Married 2742
## 399 Healthcare Representative 3 Divorced 6306
## 400 Manufacturing Director 3 Single 10209
## 401 Manufacturing Director 4 Single 6091
## 402 Manufacturing Director 3 Divorced 5265
## 403 Laboratory Technician 3 Single 2105
## 404 Healthcare Representative 1 Married 8008
## 405 Research Scientist 1 Single 2559
## 406 Research Director 4 Divorced 16627
## 407 Sales Executive 4 Married 5468
## 408 Laboratory Technician 3 Divorced 2741
## 409 Manager 4 Married 15427
## 410 Research Director 1 Married 17159
## 411 Human Resources 1 Married 2342
## 412 Sales Executive 3 Single 9241
## 413 Research Scientist 2 Married 3022
## 414 Sales Executive 4 Single 4648
## 415 Sales Representative 3 Divorced 2351
## 416 Manufacturing Director 4 Divorced 5762
## 417 Laboratory Technician 4 Single 2564
## 418 Laboratory Technician 4 Married 3688
## 419 Manufacturing Director 4 Married 6474
## 420 Research Director 3 Married 11935
## 421 Manufacturing Director 2 Married 4325
## 422 Research Scientist 3 Married 4449
## 423 Sales Executive 3 Married 6172
## 424 Laboratory Technician 4 Single 1611
## 425 Sales Executive 1 Married 4724
## 426 Sales Executive 4 Divorced 10798
## 427 Research Scientist 3 Divorced 1274
## 428 Research Scientist 3 Single 3230
## 429 Laboratory Technician 3 Single 3730
## 430 Manufacturing Director 1 Married 5957
## 431 Sales Executive 3 Single 4478
## 432 Research Scientist 3 Divorced 3544
## 433 Laboratory Technician 1 Single 4284
## 434 Research Scientist 1 Divorced 2109
## 435 Sales Executive 2 Divorced 9705
## 436 Sales Executive 2 Married 6214
## 437 Research Scientist 3 Single 4382
## 438 Laboratory Technician 1 Single 2867
## 439 Sales Representative 3 Married 2683
## 440 Healthcare Representative 4 Single 7625
## 441 Research Scientist 3 Single 4998
## 442 Laboratory Technician 3 Married 2974
## 443 Laboratory Technician 3 Single 3485
## 444 Human Resources 4 Divorced 3195
## 445 Research Director 4 Divorced 19328
## 446 Research Scientist 4 Married 3420
## 447 Research Scientist 4 Married 4735
## 448 Healthcare Representative 1 Married 5538
## 449 Laboratory Technician 4 Single 2406
## 450 Sales Executive 1 Married 4385
## 451 Healthcare Representative 4 Married 4878
## 452 Research Scientist 2 Single 3420
## 453 Sales Executive 4 Single 5813
## 454 Sales Executive 3 Single 5487
## 455 Manager 1 Married 15402
## 456 Manager 2 Single 19833
## 457 Sales Executive 4 Married 5476
## 458 Sales Executive 4 Single 5441
## 459 Research Scientist 1 Married 2066
## 460 Laboratory Technician 4 Single 5810
## 461 Laboratory Technician 3 Married 2093
## 462 Laboratory Technician 2 Single 2013
## 463 Sales Executive 4 Single 9208
## 464 Manufacturing Director 4 Single 5238
## 465 Research Scientist 3 Married 2437
## 466 Research Scientist 4 Single 3944
## 467 Sales Representative 4 Single 2644
## 468 Laboratory Technician 4 Married 3038
## 469 Sales Executive 1 Single 4969
## 470 Manufacturing Director 1 Divorced 4450
## 471 Research Scientist 2 Married 2226
## 472 Research Scientist 4 Single 2439
## 473 Research Director 1 Married 13245
## 474 Research Scientist 4 Single 3452
## 475 Laboratory Technician 3 Divorced 2207
## 476 Sales Executive 4 Single 5772
## 477 Sales Executive 3 Divorced 6334
## 478 Sales Executive 3 Divorced 4306
## 479 Laboratory Technician 1 Married 2950
## 480 Research Director 4 Married 13744
## 481 Healthcare Representative 1 Married 5373
## 482 Research Scientist 4 Married 2356
## 483 Research Scientist 4 Married 5747
## 484 Research Scientist 1 Divorced 4257
## 485 Healthcare Representative 4 Married 10312
## 486 Sales Executive 4 Single 5993
## 487 Sales Representative 4 Single 1081
## 488 Research Scientist 3 Divorced 2911
## 489 Laboratory Technician 3 Single 5381
## 490 Healthcare Representative 3 Single 6142
## 491 Research Director 1 Single 18665
## 492 Research Director 1 Married 16880
## 493 Sales Executive 3 Single 5869
## 494 Healthcare Representative 2 Single 8606
## 495 Sales Executive 3 Married 5673
## 496 Manager 3 Married 16307
## 497 Research Scientist 4 Married 2654
## 498 Research Scientist 4 Married 2326
## 499 Healthcare Representative 3 Married 5237
## 500 Sales Executive 3 Married 5736
## 501 Manufacturing Director 1 Married 10008
## 502 Laboratory Technician 3 Single 2028
## 503 Sales Representative 3 Married 2655
## 504 Manufacturing Director 1 Divorced 9980
## 505 Research Director 3 Married 17169
## 506 Research Scientist 2 Married 5878
## 507 Sales Representative 3 Single 2851
## 508 Sales Executive 2 Married 10596
## 509 Sales Representative 4 Divorced 2793
## 510 Research Director 3 Married 19545
## 511 Sales Executive 4 Married 5343
## 512 Healthcare Representative 3 Married 10920
## 513 Research Scientist 3 Married 3433
## 514 Research Director 4 Single 13458
## 515 Sales Representative 4 Single 2610
## 516 Manufacturing Director 2 Divorced 5482
## 517 Sales Representative 2 Married 2413
## 518 Laboratory Technician 2 Divorced 2766
## 519 Laboratory Technician 4 Married 4627
## 520 Laboratory Technician 4 Single 2587
## 521 Research Scientist 4 Single 2553
## 522 Laboratory Technician 2 Married 2408
## 523 Research Scientist 1 Divorced 9724
## 524 Research Director 3 Divorced 19502
## 525 Research Scientist 4 Married 2177
## 526 Sales Executive 2 Married 7525
## 527 Sales Executive 1 Divorced 5006
## 528 Healthcare Representative 1 Married 6833
## 529 Research Scientist 3 Single 2859
## 530 Research Scientist 2 Married 4963
## 531 Healthcare Representative 3 Married 8823
## 532 Sales Executive 3 Single 6815
## 533 Research Scientist 3 Married 2700
## 534 Healthcare Representative 4 Divorced 6667
## 535 Laboratory Technician 1 Married 2119
## 536 Research Scientist 4 Divorced 2089
## 537 Sales Executive 2 Single 7351
## 538 Human Resources 3 Divorced 2696
## 539 Sales Representative 2 Single 3202
## 540 Sales Executive 1 Single 5155
## 541 Laboratory Technician 3 Divorced 3491
## 542 Research Scientist 1 Married 3143
## 543 Research Scientist 3 Divorced 2566
## 544 Manufacturing Director 3 Married 6553
## 545 Research Scientist 1 Single 4381
## 546 Research Scientist 4 Married 2929
## 547 Laboratory Technician 2 Married 7403
## 548 Laboratory Technician 3 Single 5094
## 549 Research Director 2 Married 12061
## 550 Human Resources 2 Single 2177
## 551 Manager 3 Married 19189
## 552 Human Resources 4 Divorced 4936
## 553 Human Resources 4 Single 3886
## 554 Research Scientist 3 Married 2259
## 555 Healthcare Representative 4 Married 4876
## 556 Sales Executive 3 Married 9602
## 557 Laboratory Technician 3 Single 3780
## 558 Research Scientist 4 Married 3622
## 559 Manufacturing Director 2 Married 4434
## 560 Sales Executive 3 Married 5296
## 561 Laboratory Technician 2 Single 2088
## 562 Research Director 3 Married 15787
## 563 Laboratory Technician 2 Married 2811
## 564 Research Director 3 Married 11031
## 565 Laboratory Technician 3 Married 3833
## 566 Research Scientist 4 Single 2436
## 567 Laboratory Technician 1 Single 2176
## 568 Sales Executive 1 Married 9714
## 569 Sales Executive 3 Single 6244
## 570 Manufacturing Director 3 Married 13973
## 571 Sales Executive 2 Married 4393
## 572 Research Scientist 4 Single 2693
## 573 Sales Executive 4 Married 6834
## 574 Sales Executive 3 Married 6799
## 575 Sales Executive 2 Married 6272
## 576 Manufacturing Director 3 Divorced 5993
## 577 Sales Representative 1 Single 2858
## 578 Laboratory Technician 3 Single 3162
## 579 Manufacturing Director 3 Single 5042
## 580 Healthcare Representative 4 Divorced 6623
## 581 Laboratory Technician 4 Married 3669
## 582 Research Director 4 Single 15992
## 583 Healthcare Representative 4 Married 5811
## 584 Sales Executive 2 Married 4779
## 585 Healthcare Representative 4 Married 6465
## 586 Laboratory Technician 4 Married 2741
## 587 Research Scientist 4 Divorced 5329
## 588 Sales Representative 1 Single 3407
## 589 Laboratory Technician 3 Single 3629
## 590 Laboratory Technician 1 Married 4014
## 591 Research Scientist 3 Married 2814
## 592 Sales Executive 2 Single 4599
## 593 Sales Representative 3 Married 2909
## 594 Laboratory Technician 1 Married 3211
## 595 Manufacturing Director 3 Married 10435
## 596 Sales Executive 1 Divorced 4037
## 597 Manufacturing Director 2 Married 10903
## 598 Laboratory Technician 3 Married 3448
## 599 Manufacturing Director 2 Married 6142
## 600 Research Scientist 4 Married 2293
## 601 Sales Representative 2 Married 2033
## 602 Research Scientist 1 Married 4087
## 603 Research Director 1 Married 11416
## 604 Laboratory Technician 4 Married 3131
## 605 Sales Representative 2 Single 2760
## 606 Research Director 3 Married 14814
## 607 Sales Executive 3 Single 5473
## 608 Sales Executive 1 Divorced 5605
## 609 Laboratory Technician 1 Single 3578
## 610 Sales Representative 4 Single 2342
## 611 Laboratory Technician 4 Married 5363
## 612 Healthcare Representative 3 Single 6811
## 613 Laboratory Technician 1 Married 2707
## 614 Sales Representative 2 Single 2121
## 615 Sales Executive 3 Divorced 7264
## 616 Laboratory Technician 4 Married 3986
## 617 Laboratory Technician 2 Married 3838
## 618 Sales Executive 1 Divorced 5454
## 619 Healthcare Representative 1 Married 9991
## 620 Laboratory Technician 3 Married 1281
## 621 Laboratory Technician 4 Single 2926
## 622 Manufacturing Director 3 Divorced 5067
## 623 Research Scientist 4 Single 3280
## 624 Human Resources 4 Single 8837
## 625 Laboratory Technician 1 Single 2561
## 626 Research Scientist 3 Divorced 2517
## 627 Sales Executive 3 Married 4162
## 628 Research Director 4 Divorced 11510
## 629 Manufacturing Director 2 Married 10976
## 630 Healthcare Representative 2 Single 8621
## 631 Research Scientist 4 Married 2662
## 632 Sales Executive 4 Single 9888
## 633 Sales Executive 4 Single 6861
## 634 Laboratory Technician 4 Divorced 2835
## 635 Healthcare Representative 1 Married 9985
## 636 Laboratory Technician 4 Married 2376
## 637 Manager 1 Married 17665
## 638 Sales Executive 3 Divorced 8628
## 639 Research Scientist 4 Married 2725
## 640 Sales Representative 1 Divorced 3041
## 641 Laboratory Technician 3 Divorced 2693
## 642 Healthcare Representative 1 Divorced 4448
## 643 Manager 1 Single 16756
## 644 Research Scientist 1 Married 2307
## 645 Research Scientist 1 Divorced 2107
## 646 Sales Executive 4 Married 10855
## 647 Laboratory Technician 3 Single 1904
## 648 Laboratory Technician 3 Married 2305
## 649 Sales Executive 1 Single 4312
## 650 Laboratory Technician 1 Single 2166
## 651 Laboratory Technician 1 Single 2450
## 652 Sales Executive 4 Divorced 5220
## 653 Research Director 3 Single 13499
## 654 Manager 3 Married 12504
## 655 Laboratory Technician 3 Single 3894
## 656 Healthcare Representative 1 Married 4741
## 657 Research Director 2 Married 12490
## 658 Manager 4 Divorced 16032
## 659 Manufacturing Director 2 Single 6032
## 660 Manufacturing Director 2 Single 6499
## 661 Laboratory Technician 4 Married 5309
## 662 Research Scientist 3 Divorced 2768
## 663 Sales Executive 4 Divorced 10368
## 664 Laboratory Technician 4 Divorced 3917
## 665 Sales Executive 3 Single 4568
## 666 Healthcare Representative 3 Single 6294
## 667 Sales Executive 4 Married 7918
## 668 Laboratory Technician 4 Divorced 3408
## 669 Laboratory Technician 3 Married 4883
## 670 Research Director 4 Married 17779
## 671 Research Director 3 Single 13664
## 672 Sales Executive 4 Divorced 5505
## 673 Sales Executive 1 Single 4898
## 674 Research Scientist 2 Divorced 2022
## 675 Research Scientist 3 Married 3517
## 676 Manager 2 Married 18789
## 677 Manufacturing Director 2 Married 5228
## 678 Laboratory Technician 3 Married 6323
## 679 Manufacturing Director 2 Divorced 5131
## 680 Sales Representative 3 Married 2329
## 681 Sales Executive 1 Married 4256
## 682 Laboratory Technician 4 Married 2258
## 683 Healthcare Representative 3 Married 5347
## 684 Healthcare Representative 4 Divorced 9439
## 685 Research Scientist 4 Married 2713
## 686 Manufacturing Director 2 Divorced 10648
## 687 Healthcare Representative 4 Single 7553
## 688 Research Scientist 2 Married 2622
## 689 Laboratory Technician 4 Single 1102
## 690 Human Resources 2 Divorced 2592
## 691 Human Resources 3 Married 6077
## 692 Manager 2 Married 11849
## 693 Healthcare Representative 4 Single 6781
## 694 Research Scientist 4 Single 2285
## 695 Sales Executive 4 Divorced 9525
## 696 Sales Representative 4 Single 3294
## 697 Manager 4 Married 15202
## 698 Laboratory Technician 2 Single 5914
## 699 Sales Representative 4 Single 1569
## 700 Research Director 2 Married 19081
## 701 Human Resources 2 Married 2804
## 702 Sales Executive 3 Married 5714
## 703 Sales Executive 4 Married 10377
## 704 Human Resources 2 Married 2148
## 705 Human Resources 3 Married 2267
## 706 Sales Executive 4 Single 6230
## 707 Research Scientist 4 Married 6854
## 708 Human Resources 2 Single 2109
## 709 Laboratory Technician 3 Married 3702
## 710 Manager 1 Divorced 17924
## 711 Manager 1 Married 11916
## 712 Manager 4 Divorced 14118
## 713 Laboratory Technician 2 Single 2559
## 714 Sales Executive 4 Married 9699
## 715 Sales Executive 1 Single 7587
## 716 Human Resources 3 Married 1555
## 717 Sales Executive 3 Married 6578
## 718 Research Scientist 3 Single 3660
## 719 Sales Executive 4 Single 4581
## 720 Manufacturing Director 2 Divorced 7655
## 721 Manufacturing Director 3 Married 9434
## 722 Manufacturing Director 3 Married 5768
## 723 Research Scientist 1 Divorced 2996
## 724 Manufacturing Director 4 Single 8858
## 725 Laboratory Technician 3 Single 3968
## 726 Manufacturing Director 3 Married 4898
## 727 Sales Representative 4 Married 2973
## 728 Research Scientist 3 Divorced 3815
## 729 Laboratory Technician 4 Single 2340
## 730 Laboratory Technician 4 Married 2523
## 731 Manufacturing Director 2 Divorced 4765
## 732 Sales Executive 3 Married 5238
## 733 Human Resources 2 Married 2863
## 734 Sales Executive 3 Married 4707
## 735 Research Scientist 4 Single 2972
## 736 Sales Executive 3 Single 6500
## 737 Sales Executive 4 Married 12031
## 738 Sales Executive 4 Single 5171
## 739 Sales Executive 3 Married 4601
## 740 Laboratory Technician 4 Single 3681
## 741 Sales Executive 3 Married 8639
## 742 Manager 4 Divorced 11557
## 743 Research Scientist 4 Married 4285
## 744 Laboratory Technician 2 Single 3295
## 745 Sales Executive 3 Divorced 4907
## 746 Laboratory Technician 1 Divorced 2296
## 747 Human Resources 1 Divorced 2335
## 748 Healthcare Representative 1 Single 5343
## 749 Laboratory Technician 1 Divorced 3907
## 750 Research Scientist 4 Single 2500
## 751 Sales Representative 4 Single 2323
## 752 Sales Representative 2 Single 2302
## 753 Healthcare Representative 3 Married 11245
## 754 Sales Executive 2 Married 7314
## 755 Research Director 3 Married 13549
## 756 Laboratory Technician 3 Single 3708
## 757 Healthcare Representative 4 Married 4014
## 758 Healthcare Representative 3 Married 6651
## 759 Laboratory Technician 3 Married 3306
## 760 Manager 2 Single 18824
## 761 Research Scientist 1 Single 2404
## 762 Manager 4 Married 16752
## 763 Sales Executive 2 Single 6151
## 764 Sales Executive 3 Married 6347
## 765 Human Resources 4 Married 3737
## 766 Laboratory Technician 1 Single 5769
## 767 Research Scientist 3 Married 3376
## 768 Sales Executive 1 Divorced 10932
## 769 Manufacturing Director 4 Divorced 7379
## 770 Sales Executive 3 Married 5593
## 771 Sales Executive 4 Single 4682
## 772 Sales Executive 1 Divorced 10453
## 773 Healthcare Representative 3 Single 10938
## 774 Research Scientist 3 Married 3388
## 775 Healthcare Representative 4 Married 10124
## 776 Research Scientist 3 Single 3505
## 777 Human Resources 3 Divorced 2064
## 778 Sales Representative 1 Divorced 2827
## 779 Laboratory Technician 4 Single 2570
## 780 Research Scientist 4 Married 4787
## 781 Sales Representative 2 Single 3140
## 782 Healthcare Representative 3 Single 4553
## 783 Human Resources 2 Divorced 2277
## 784 Sales Executive 3 Married 4539
## 785 Sales Executive 2 Married 4978
## 786 Research Director 2 Single 16422
## 787 Manager 3 Married 13116
## 788 Research Scientist 2 Married 4941
## 789 Research Director 1 Married 19038
## 790 Research Scientist 2 Single 2096
## 791 Laboratory Technician 1 Married 4789
## 792 Research Scientist 2 Single 2311
## 793 Manufacturing Director 3 Married 7756
## 794 Healthcare Representative 3 Divorced 10096
## 795 Manufacturing Director 4 Divorced 6804
## 796 Research Scientist 1 Single 3348
## 797 Healthcare Representative 4 Married 13496
## 798 Laboratory Technician 1 Married 2398
## 799 Research Scientist 2 Single 1859
## 800 Healthcare Representative 1 Divorced 6842
## 801 Sales Executive 1 Married 5376
## 802 Sales Executive 4 Single 6582
## 803 Manager 1 Married 17068
## 804 Sales Executive 1 Single 9582
## 805 Laboratory Technician 2 Married 2042
## 806 Healthcare Representative 1 Married 8321
## 807 Sales Executive 3 Married 6232
## 808 Research Scientist 4 Married 2323
## 809 Research Scientist 4 Married 2862
## 810 Research Scientist 2 Married 3058
## 811 Laboratory Technician 1 Divorced 3072
## 812 Laboratory Technician 4 Married 3229
## 813 Sales Executive 3 Divorced 4260
## 814 Manager 3 Married 19658
## 815 Sales Representative 2 Married 2899
## 816 Research Scientist 4 Married 2781
## 817 Manufacturing Director 4 Single 6877
## 818 Research Director 3 Married 11691
## 819 Laboratory Technician 4 Single 2720
## 820 Sales Executive 3 Single 9854
## 821 Research Scientist 4 Married 3312
## 822 Sales Executive 4 Divorced 6931
## 823 Sales Executive 3 Married 6712
## 824 Laboratory Technician 3 Married 2610
## 825 Manufacturing Director 3 Married 4663
## 826 Research Director 4 Divorced 19627
## 827 Sales Executive 3 Married 8161
## 828 Sales Executive 1 Single 4538
## 829 Laboratory Technician 2 Married 2468
## 830 Manager 2 Married 18200
## 831 Laboratory Technician 1 Married 3633
## 832 Sales Representative 3 Single 1675
## 833 Laboratory Technician 1 Married 3196
## 834 Research Scientist 1 Single 2552
## 835 Healthcare Representative 2 Divorced 13577
## 836 Sales Executive 2 Divorced 8834
## 837 Research Scientist 3 Married 2996
## 838 Sales Executive 4 Single 5337
## 839 Manufacturing Director 2 Divorced 10333
## 840 Research Director 2 Married 19665
## 841 Laboratory Technician 3 Single 1420
## 842 Human Resources 1 Single 7988
## 843 Manufacturing Director 4 Married 13826
## 844 Healthcare Representative 4 Divorced 8500
## 845 Sales Executive 4 Single 6029
## 846 Laboratory Technician 1 Divorced 4558
## 847 Laboratory Technician 2 Single 1483
## 848 Healthcare Representative 4 Divorced 9613
## 849 Sales Executive 3 Married 6380
## 850 Laboratory Technician 4 Married 2544
## 851 Sales Executive 3 Married 4559
## 852 Laboratory Technician 3 Single 2206
## 853 Laboratory Technician 3 Single 4193
## 854 Healthcare Representative 1 Single 5661
## 855 Manufacturing Director 2 Married 4788
## 856 Sales Representative 3 Married 2404
## 857 Research Scientist 1 Single 2657
## 858 Manufacturing Director 3 Married 8943
## 859 Laboratory Technician 1 Married 2238
## 860 Healthcare Representative 4 Married 7978
## 861 Laboratory Technician 3 Single 2838
## 862 Sales Executive 4 Single 10231
## 863 Sales Executive 4 Single 5304
## 864 Sales Executive 3 Divorced 13770
## 865 Manufacturing Director 4 Married 9380
## 866 Manufacturing Director 4 Single 7898
## 867 Sales Executive 4 Married 4465
## 868 Sales Executive 3 Married 4591
## 869 Research Scientist 3 Married 4477
## 870 Laboratory Technician 2 Single 4425
## MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1 9250 2 Y No 11
## 2 17544 1 Y No 14
## 3 19944 2 Y No 11
## 4 24032 1 Y No 19
## 5 17218 1 Y Yes 13
## 6 4809 1 Y No 21
## 7 5561 2 Y Yes 12
## 8 24223 2 Y Yes 14
## 9 18410 1 Y Yes 19
## 10 15332 1 Y No 14
## 11 22539 7 Y No 13
## 12 10494 1 Y No 15
## 13 18869 3 Y No 21
## 14 17434 1 Y No 18
## 15 22957 6 Y No 12
## 16 24406 1 Y No 13
## 17 13554 1 Y No 12
## 18 16044 2 Y No 14
## 19 5586 0 Y Yes 14
## 20 9364 2 Y No 15
## 21 13934 2 Y Yes 11
## 22 18597 3 Y No 12
## 23 19627 3 Y Yes 13
## 24 21602 7 Y No 13
## 25 12291 0 Y No 14
## 26 8751 7 Y No 11
## 27 12355 0 Y No 11
## 28 18385 0 Y Yes 17
## 29 5843 6 Y Yes 13
## 30 26589 0 Y No 18
## 31 22812 0 Y No 17
## 32 13637 1 Y No 18
## 33 14977 3 Y Yes 12
## 34 16340 6 Y No 12
## 35 10138 8 Y No 24
## 36 26062 1 Y No 20
## 37 21530 9 Y No 17
## 38 8658 5 Y Yes 13
## 39 4022 6 Y No 14
## 40 21981 0 Y No 12
## 41 22577 4 Y No 22
## 42 12388 0 Y No 13
## 43 24941 4 Y Yes 16
## 44 26362 8 Y No 22
## 45 16901 1 Y No 22
## 46 16458 1 Y No 13
## 47 12147 6 Y No 15
## 48 5569 0 Y Yes 14
## 49 8059 1 Y Yes 14
## 50 5970 6 Y No 18
## 51 14561 3 Y No 17
## 52 22456 3 Y Yes 21
## 53 19982 1 Y No 13
## 54 23163 1 Y No 12
## 55 20682 1 Y No 23
## 56 20520 1 Y No 20
## 57 20366 6 Y Yes 12
## 58 16213 1 Y Yes 18
## 59 11677 2 Y Yes 18
## 60 8040 1 Y Yes 14
## 61 5518 1 Y Yes 11
## 62 5747 3 Y No 12
## 63 6393 0 Y No 19
## 64 8018 1 Y No 16
## 65 3372 1 Y No 13
## 66 15053 0 Y Yes 12
## 67 19368 1 Y No 13
## 68 13672 1 Y No 13
## 69 5868 4 Y No 13
## 70 15881 1 Y No 12
## 71 21412 3 Y No 22
## 72 23490 0 Y No 18
## 73 15497 3 Y Yes 13
## 74 9051 3 Y Yes 11
## 75 21534 9 Y Yes 19
## 76 10781 1 Y No 23
## 77 12288 1 Y Yes 14
## 78 3156 1 Y No 15
## 79 16840 6 Y No 12
## 80 17536 1 Y Yes 11
## 81 14382 5 Y No 15
## 82 5151 2 Y No 16
## 83 14284 2 Y No 11
## 84 17001 4 Y Yes 13
## 85 2323 9 Y Yes 11
## 86 21829 3 Y Yes 13
## 87 11825 2 Y No 12
## 88 10074 1 Y Yes 24
## 89 2975 1 Y No 15
## 90 22822 3 Y No 12
## 91 12106 1 Y Yes 23
## 92 11162 1 Y No 13
## 93 2396 6 Y Yes 15
## 94 4223 3 Y Yes 16
## 95 17053 3 Y No 15
## 96 24532 1 Y No 25
## 97 11380 8 Y No 12
## 98 15850 5 Y No 14
## 99 4668 0 Y No 13
## 100 3708 5 Y No 17
## 101 7679 0 Y No 14
## 102 8386 1 Y No 18
## 103 12740 9 Y No 15
## 104 8544 2 Y No 16
## 105 19764 4 Y No 12
## 106 13421 1 Y No 22
## 107 26283 1 Y No 13
## 108 25811 4 Y Yes 18
## 109 10842 4 Y No 22
## 110 11288 1 Y No 14
## 111 22088 1 Y Yes 14
## 112 13829 2 Y No 15
## 113 15322 7 Y No 19
## 114 4761 2 Y No 11
## 115 21026 3 Y Yes 15
## 116 4814 1 Y Yes 13
## 117 20623 0 Y No 14
## 118 23679 4 Y Yes 13
## 119 4609 4 Y No 12
## 120 6163 1 Y No 11
## 121 20335 9 Y No 14
## 122 25479 1 Y Yes 11
## 123 19239 4 Y Yes 12
## 124 7791 0 Y No 20
## 125 20260 1 Y No 18
## 126 13586 1 Y Yes 11
## 127 4681 1 Y Yes 22
## 128 23888 0 Y No 13
## 129 20003 1 Y Yes 14
## 130 7739 2 Y No 12
## 131 3356 1 Y Yes 13
## 132 8191 3 Y No 12
## 133 4386 0 Y No 11
## 134 7693 4 Y No 21
## 135 6227 1 Y No 11
## 136 9931 1 Y No 24
## 137 6689 1 Y Yes 11
## 138 13943 8 Y No 11
## 139 4303 7 Y Yes 21
## 140 14506 2 Y No 12
## 141 18235 4 Y Yes 12
## 142 26076 1 Y No 12
## 143 24208 6 Y No 13
## 144 22825 4 Y No 14
## 145 13888 5 Y No 20
## 146 16928 1 Y No 14
## 147 4673 1 Y No 13
## 148 10589 2 Y No 13
## 149 6409 8 Y No 22
## 150 20460 0 Y No 21
## 151 11512 2 Y No 17
## 152 21703 1 Y No 12
## 153 16985 1 Y No 14
## 154 15530 3 Y No 12
## 155 6896 1 Y No 14
## 156 6069 7 Y Yes 12
## 157 4258 3 Y No 14
## 158 13547 7 Y No 11
## 159 11535 8 Y No 11
## 160 23281 3 Y Yes 17
## 161 15998 1 Y Yes 12
## 162 12355 1 Y No 12
## 163 20431 0 Y No 12
## 164 23016 3 Y Yes 13
## 165 5100 0 Y No 15
## 166 22052 1 Y No 13
## 167 3498 3 Y No 16
## 168 22578 4 Y No 19
## 169 22087 3 Y Yes 12
## 170 26968 4 Y No 22
## 171 25275 7 Y No 23
## 172 2125 8 Y No 18
## 173 8984 5 Y No 11
## 174 21708 0 Y Yes 14
## 175 13938 6 Y No 13
## 176 25326 1 Y Yes 11
## 177 21199 5 Y Yes 13
## 178 15346 6 Y Yes 14
## 179 15589 1 Y No 14
## 180 12930 4 Y No 22
## 181 19588 2 Y No 18
## 182 19461 3 Y No 15
## 183 16090 4 Y No 12
## 184 9150 4 Y No 18
## 185 17872 1 Y No 11
## 186 2613 1 Y No 23
## 187 4973 1 Y No 17
## 188 21086 6 Y No 14
## 189 15815 3 Y No 14
## 190 8863 1 Y No 15
## 191 11934 1 Y No 13
## 192 8277 2 Y No 14
## 193 26314 2 Y No 14
## 194 19658 2 Y No 14
## 195 4050 0 Y No 12
## 196 23231 1 Y No 11
## 197 18725 3 Y No 23
## 198 11879 6 Y No 17
## 199 2094 3 Y No 14
## 200 9100 1 Y No 21
## 201 17071 4 Y Yes 16
## 202 7346 1 Y No 17
## 203 19124 1 Y No 12
## 204 3872 7 Y Yes 13
## 205 20990 2 Y No 11
## 206 7508 1 Y Yes 13
## 207 9489 8 Y No 13
## 208 11354 7 Y Yes 19
## 209 10415 5 Y No 14
## 210 21196 3 Y Yes 13
## 211 5640 0 Y No 23
## 212 7770 6 Y No 13
## 213 15232 3 Y No 17
## 214 4051 9 Y Yes 13
## 215 15174 0 Y No 13
## 216 8045 2 Y No 14
## 217 22174 3 Y No 19
## 218 2437 3 Y No 11
## 219 23910 1 Y No 14
## 220 9973 1 Y Yes 20
## 221 18686 1 Y No 22
## 222 5630 2 Y No 14
## 223 16130 1 Y Yes 25
## 224 12530 1 Y No 14
## 225 14293 2 Y No 19
## 226 4077 1 Y No 13
## 227 10910 1 Y No 12
## 228 12392 1 Y Yes 16
## 229 17519 0 Y No 21
## 230 11652 2 Y Yes 19
## 231 5388 1 Y No 19
## 232 9687 1 Y No 13
## 233 24164 7 Y No 11
## 234 17011 2 Y No 14
## 235 19494 1 Y Yes 12
## 236 14922 5 Y No 11
## 237 17312 5 Y No 11
## 238 18089 1 Y Yes 12
## 239 19655 4 Y No 14
## 240 21981 5 Y No 15
## 241 6950 1 Y Yes 21
## 242 13035 3 Y No 22
## 243 4956 0 Y No 23
## 244 15182 3 Y No 12
## 245 17689 1 Y Yes 15
## 246 6054 6 Y No 14
## 247 25713 1 Y Yes 14
## 248 18024 0 Y No 14
## 249 13953 3 Y Yes 14
## 250 5626 7 Y No 16
## 251 20439 1 Y No 12
## 252 25952 4 Y No 13
## 253 6153 1 Y No 14
## 254 21495 0 Y No 17
## 255 25178 2 Y No 11
## 256 24978 4 Y No 13
## 257 3909 1 Y No 11
## 258 12761 7 Y No 14
## 259 24444 2 Y Yes 13
## 260 7298 6 Y Yes 19
## 261 11882 7 Y No 14
## 262 7568 6 Y No 13
## 263 22149 5 Y Yes 13
## 264 18203 1 Y No 15
## 265 13257 0 Y No 12
## 266 16479 0 Y No 13
## 267 11929 7 Y No 14
## 268 24852 1 Y No 12
## 269 18079 1 Y No 20
## 270 9096 0 Y No 15
## 271 19665 4 Y No 22
## 272 19332 1 Y No 12
## 273 7018 1 Y No 21
## 274 13494 4 Y No 13
## 275 13339 8 Y No 11
## 276 18575 4 Y No 13
## 277 24440 1 Y No 13
## 278 10675 0 Y No 19
## 279 26959 1 Y Yes 11
## 280 16143 0 Y Yes 16
## 281 6069 1 Y Yes 17
## 282 3119 2 Y Yes 13
## 283 9060 4 Y No 17
## 284 7143 4 Y No 12
## 285 6004 1 Y No 13
## 286 22949 1 Y Yes 12
## 287 26092 1 Y Yes 23
## 288 8758 0 Y No 11
## 289 22952 0 Y No 14
## 290 20317 1 Y No 16
## 291 11005 3 Y No 14
## 292 6927 7 Y No 15
## 293 11781 1 Y No 16
## 294 17231 0 Y No 18
## 295 17381 1 Y Yes 21
## 296 20232 7 Y Yes 11
## 297 14074 1 Y No 17
## 298 22887 1 Y Yes 24
## 299 10322 0 Y Yes 22
## 300 24737 5 Y Yes 13
## 301 8891 1 Y No 14
## 302 11031 1 Y No 22
## 303 23737 5 Y No 12
## 304 18698 1 Y No 19
## 305 26227 4 Y No 24
## 306 10778 0 Y No 17
## 307 20165 4 Y No 18
## 308 22478 3 Y No 17
## 309 12992 3 Y Yes 14
## 310 15678 0 Y No 22
## 311 13008 9 Y No 17
## 312 20364 7 Y No 15
## 313 4156 1 Y No 12
## 314 13983 2 Y No 17
## 315 11924 8 Y No 14
## 316 8571 1 Y Yes 17
## 317 11314 6 Y No 18
## 318 14120 1 Y No 12
## 319 3567 3 Y Yes 12
## 320 21221 1 Y Yes 12
## 321 3974 6 Y No 20
## 322 7660 1 Y No 12
## 323 2373 9 Y No 12
## 324 21029 8 Y Yes 23
## 325 7060 1 Y No 16
## 326 17808 1 Y No 19
## 327 3549 0 Y Yes 14
## 328 11189 6 Y Yes 17
## 329 18115 1 Y Yes 16
## 330 16616 0 Y No 14
## 331 22384 4 Y No 14
## 332 25812 1 Y No 11
## 333 11092 1 Y Yes 12
## 334 6009 1 Y No 11
## 335 21922 9 Y No 21
## 336 3129 1 Y No 22
## 337 18500 1 Y No 11
## 338 22266 0 Y No 17
## 339 17251 3 Y Yes 14
## 340 19715 1 Y No 13
## 341 13072 9 Y Yes 14
## 342 14222 1 Y Yes 12
## 343 21214 4 Y No 15
## 344 22653 1 Y No 20
## 345 13192 8 Y No 19
## 346 25098 0 Y No 12
## 347 15834 2 Y No 11
## 348 26767 1 Y No 20
## 349 4279 2 Y No 13
## 350 20420 7 Y No 11
## 351 14842 9 Y No 13
## 352 12241 4 Y No 11
## 353 21203 3 Y Yes 13
## 354 8841 3 Y Yes 18
## 355 26458 0 Y Yes 13
## 356 15891 3 Y No 18
## 357 23300 1 Y No 19
## 358 18300 5 Y No 16
## 359 10877 1 Y Yes 22
## 360 20251 0 Y No 11
## 361 5678 0 Y No 14
## 362 10642 1 Y No 17
## 363 25846 1 Y No 15
## 364 5949 0 Y No 19
## 365 6992 4 Y No 14
## 366 18256 9 Y No 11
## 367 22534 4 Y No 13
## 368 19345 0 Y No 12
## 369 12826 2 Y No 16
## 370 10557 7 Y No 16
## 371 11275 1 Y No 12
## 372 2890 0 Y No 11
## 373 20308 1 Y No 18
## 374 9953 1 Y No 11
## 375 21082 1 Y No 11
## 376 24450 1 Y Yes 13
## 377 8269 1 Y No 16
## 378 2900 3 Y Yes 12
## 379 26933 0 Y Yes 18
## 380 11539 4 Y Yes 11
## 381 16375 4 Y No 11
## 382 8916 1 Y No 23
## 383 24795 4 Y No 11
## 384 9518 3 Y No 13
## 385 10332 9 Y Yes 12
## 386 16292 1 Y No 13
## 387 9096 1 Y No 14
## 388 22645 4 Y No 12
## 389 7439 3 Y No 15
## 390 9150 1 Y Yes 11
## 391 13305 5 Y No 17
## 392 21436 7 Y Yes 19
## 393 3995 1 Y Yes 13
## 394 2845 4 Y No 19
## 395 9068 5 Y Yes 14
## 396 7747 0 Y Yes 18
## 397 2288 6 Y No 13
## 398 3072 1 Y No 15
## 399 26236 1 Y No 21
## 400 19719 5 Y Yes 18
## 401 24793 2 Y No 20
## 402 16439 2 Y No 16
## 403 5411 4 Y No 12
## 404 22792 4 Y No 12
## 405 17852 1 Y No 11
## 406 2671 4 Y Yes 14
## 407 13402 1 Y No 14
## 408 6865 1 Y No 14
## 409 22021 2 Y No 16
## 410 5200 6 Y No 24
## 411 8635 0 Y No 21
## 412 15869 1 Y No 12
## 413 10227 4 Y No 21
## 414 26075 8 Y No 13
## 415 12253 0 Y No 16
## 416 24442 2 Y No 14
## 417 7181 0 Y No 14
## 418 7122 4 Y No 18
## 419 9961 1 Y No 13
## 420 21526 1 Y No 18
## 421 17736 1 Y No 15
## 422 23866 3 Y Yes 15
## 423 20739 4 Y Yes 18
## 424 19305 1 Y No 15
## 425 24232 1 Y No 11
## 426 5268 5 Y No 13
## 427 7152 1 Y No 13
## 428 10531 1 Y No 17
## 429 9571 0 Y Yes 14
## 430 23687 6 Y No 13
## 431 5242 1 Y Yes 11
## 432 8532 9 Y No 16
## 433 22710 3 Y No 20
## 434 10007 1 Y No 13
## 435 20652 2 Y No 12
## 436 3415 1 Y No 18
## 437 16374 6 Y No 17
## 438 20006 0 Y No 13
## 439 3810 1 Y Yes 14
## 440 19383 0 Y No 13
## 441 2338 4 Y Yes 14
## 442 25412 9 Y No 17
## 443 14935 2 Y No 11
## 444 4167 4 Y Yes 18
## 445 14218 7 Y Yes 17
## 446 10205 7 Y No 12
## 447 9867 7 Y No 15
## 448 5696 5 Y No 18
## 449 5456 1 Y No 11
## 450 24162 1 Y No 15
## 451 21653 0 Y Yes 13
## 452 21158 1 Y No 13
## 453 13492 1 Y Yes 18
## 454 10410 1 Y No 14
## 455 17997 7 Y No 11
## 456 4349 1 Y No 14
## 457 22589 1 Y No 11
## 458 8423 0 Y Yes 22
## 459 10494 2 Y No 22
## 460 22604 1 Y No 16
## 461 9260 4 Y No 17
## 462 10950 2 Y No 11
## 463 6645 4 Y No 11
## 464 6670 2 Y No 20
## 465 15587 9 Y Yes 16
## 466 4306 5 Y Yes 11
## 467 17001 3 Y Yes 21
## 468 22002 3 Y No 12
## 469 21813 8 Y No 18
## 470 26250 1 Y No 11
## 471 6073 1 Y No 11
## 472 14753 1 Y Yes 24
## 473 15067 4 Y Yes 14
## 474 9752 5 Y No 13
## 475 22482 1 Y No 16
## 476 20445 4 Y Yes 21
## 477 24558 4 Y No 19
## 478 4267 5 Y No 12
## 479 17363 9 Y No 13
## 480 15471 1 Y Yes 25
## 481 6225 0 Y No 12
## 482 14871 3 Y Yes 19
## 483 26496 1 Y Yes 15
## 484 13939 4 Y Yes 18
## 485 3465 1 Y No 12
## 486 19479 8 Y Yes 11
## 487 16019 1 Y No 13
## 488 15170 1 Y No 17
## 489 19294 9 Y Yes 13
## 490 7360 3 Y No 11
## 491 25594 9 Y Yes 11
## 492 22422 4 Y Yes 11
## 493 23413 9 Y No 11
## 494 21195 1 Y No 19
## 495 6060 1 Y Yes 13
## 496 5594 2 Y No 14
## 497 9655 3 Y No 21
## 498 11411 1 Y Yes 12
## 499 16577 6 Y No 13
## 500 3987 6 Y No 19
## 501 12023 7 Y Yes 14
## 502 12947 5 Y Yes 14
## 503 11740 2 Y Yes 11
## 504 10195 1 Y No 11
## 505 26703 3 Y No 19
## 506 15624 3 Y No 12
## 507 9150 1 Y Yes 13
## 508 15395 2 Y No 11
## 509 2539 4 Y No 17
## 510 16280 1 Y No 12
## 511 5982 1 Y No 11
## 512 3449 3 Y No 21
## 513 17360 6 Y No 13
## 514 15146 1 Y Yes 12
## 515 2851 1 Y No 24
## 516 16321 5 Y No 18
## 517 18798 1 Y Yes 18
## 518 8952 8 Y No 22
## 519 23631 0 Y No 12
## 520 10261 1 Y No 16
## 521 8306 1 Y No 16
## 522 7324 1 Y Yes 17
## 523 18787 2 Y No 17
## 524 2125 1 Y Yes 17
## 525 8456 3 Y No 17
## 526 23537 2 Y No 12
## 527 6319 4 Y Yes 11
## 528 17089 1 Y Yes 12
## 529 26278 1 Y No 18
## 530 4510 9 Y Yes 18
## 531 24608 0 Y No 18
## 532 21447 6 Y No 13
## 533 23779 1 Y No 24
## 534 16542 5 Y No 18
## 535 4759 1 Y Yes 11
## 536 5228 4 Y No 14
## 537 20619 7 Y No 16
## 538 24017 0 Y Yes 11
## 539 21972 1 Y Yes 16
## 540 2253 7 Y No 13
## 541 11309 1 Y No 13
## 542 6076 6 Y No 19
## 543 25326 1 Y Yes 15
## 544 7259 9 Y No 14
## 545 7530 1 Y No 11
## 546 20338 1 Y No 12
## 547 22477 4 Y No 11
## 548 11983 6 Y No 14
## 549 26707 3 Y No 17
## 550 8318 1 Y No 16
## 551 19562 1 Y No 12
## 552 23965 1 Y No 13
## 553 4223 1 Y No 21
## 554 5543 4 Y No 17
## 555 14242 9 Y No 14
## 556 3010 4 Y Yes 11
## 557 23428 7 Y No 11
## 558 22794 1 Y Yes 13
## 559 11806 1 Y No 13
## 560 20156 1 Y No 17
## 561 15062 4 Y No 12
## 562 21624 2 Y Yes 14
## 563 12086 9 Y No 14
## 564 26862 4 Y No 20
## 565 24375 3 Y No 21
## 566 13422 6 Y Yes 12
## 567 19737 4 Y No 13
## 568 5323 1 Y No 11
## 569 7824 7 Y No 17
## 570 4161 3 Y Yes 18
## 571 26841 5 Y No 21
## 572 8870 1 Y No 19
## 573 19255 1 Y Yes 12
## 574 22128 1 Y No 21
## 575 7428 1 Y No 20
## 576 2689 1 Y No 18
## 577 11473 4 Y No 14
## 578 7973 3 Y No 14
## 579 3140 0 Y No 13
## 580 4204 1 Y Yes 11
## 581 9075 3 Y No 11
## 582 15901 2 Y No 14
## 583 24539 3 Y Yes 16
## 584 3698 1 Y Yes 20
## 585 19121 2 Y Yes 13
## 586 16523 8 Y Yes 15
## 587 15717 7 Y Yes 12
## 588 6986 7 Y No 23
## 589 19106 4 Y No 18
## 590 16002 3 Y Yes 15
## 591 10293 1 Y Yes 14
## 592 7815 0 Y Yes 23
## 593 15747 3 Y No 15
## 594 22102 1 Y No 14
## 595 25800 1 Y No 13
## 596 21816 1 Y No 22
## 597 9129 3 Y No 16
## 598 13436 6 Y No 22
## 599 5174 1 Y Yes 20
## 600 3020 2 Y Yes 16
## 601 7103 1 Y No 13
## 602 25174 4 Y No 14
## 603 17802 0 Y Yes 12
## 604 26342 1 Y No 13
## 605 14630 1 Y No 13
## 606 13514 3 Y No 19
## 607 24668 7 Y No 11
## 608 19191 1 Y Yes 24
## 609 23577 0 Y No 12
## 610 21437 0 Y No 19
## 611 10846 0 Y No 12
## 612 2112 2 Y Yes 17
## 613 21509 7 Y No 20
## 614 9947 1 Y Yes 13
## 615 9977 5 Y No 11
## 616 11912 1 Y No 14
## 617 8192 8 Y No 11
## 618 4009 5 Y Yes 21
## 619 21457 4 Y No 15
## 620 16900 1 Y No 18
## 621 19783 1 Y Yes 18
## 622 6759 1 Y Yes 19
## 623 13551 2 Y No 16
## 624 16642 1 Y Yes 16
## 625 5355 7 Y No 11
## 626 3208 1 Y No 11
## 627 15211 1 Y Yes 12
## 628 15682 0 Y Yes 14
## 629 15813 3 Y No 18
## 630 17654 1 Y No 14
## 631 7975 8 Y No 20
## 632 6770 1 Y No 21
## 633 4981 8 Y Yes 12
## 634 2561 5 Y No 22
## 635 9262 8 Y No 16
## 636 26537 1 Y No 13
## 637 14399 0 Y No 17
## 638 22914 1 Y No 18
## 639 21630 1 Y Yes 11
## 640 16346 0 Y No 11
## 641 13335 1 Y No 22
## 642 10748 2 Y No 12
## 643 17323 7 Y No 15
## 644 14460 1 Y Yes 23
## 645 20293 6 Y No 17
## 646 8552 7 Y No 11
## 647 13556 1 Y No 12
## 648 6217 1 Y No 15
## 649 23016 0 Y No 14
## 650 3339 3 Y Yes 14
## 651 21731 1 Y No 19
## 652 10893 0 Y Yes 18
## 653 13782 9 Y No 17
## 654 23978 3 Y No 21
## 655 9129 5 Y No 16
## 656 22722 1 Y Yes 13
## 657 15736 5 Y No 16
## 658 24456 3 Y No 20
## 659 10110 6 Y Yes 15
## 660 22656 1 Y No 13
## 661 21146 1 Y No 15
## 662 8416 3 Y No 12
## 663 5596 4 Y Yes 12
## 664 9541 1 Y No 20
## 665 10034 0 Y No 20
## 666 23060 8 Y Yes 12
## 667 6599 1 Y No 14
## 668 6705 7 Y No 13
## 669 22845 1 Y No 18
## 670 23474 3 Y No 14
## 671 25258 4 Y No 13
## 672 3921 1 Y No 14
## 673 11827 0 Y No 14
## 674 16612 1 Y Yes 19
## 675 22490 7 Y No 17
## 676 9946 2 Y No 14
## 677 23361 0 Y No 15
## 678 26849 1 Y No 11
## 679 9192 7 Y No 13
## 680 11737 3 Y No 15
## 681 18154 1 Y No 12
## 682 15238 7 Y No 20
## 683 7419 6 Y No 14
## 684 23402 3 Y Yes 16
## 685 6672 1 Y No 11
## 686 14394 1 Y No 25
## 687 22930 0 Y Yes 12
## 688 13248 6 Y No 21
## 689 9241 1 Y No 22
## 690 7129 5 Y No 13
## 691 14814 3 Y No 11
## 692 10268 1 Y Yes 12
## 693 17078 3 Y No 23
## 694 3427 9 Y Yes 23
## 695 7677 1 Y No 14
## 696 13137 1 Y Yes 18
## 697 5602 2 Y No 25
## 698 9945 8 Y No 16
## 699 18420 1 Y Yes 12
## 700 10849 5 Y No 11
## 701 15434 1 Y No 11
## 702 5829 1 Y No 20
## 703 13755 4 Y Yes 11
## 704 6889 0 Y Yes 11
## 705 25657 8 Y No 17
## 706 13430 7 Y No 14
## 707 15696 4 Y No 15
## 708 24609 9 Y No 18
## 709 16376 1 Y No 11
## 710 4544 1 Y No 11
## 711 25927 1 Y Yes 23
## 712 22102 3 Y No 12
## 713 16620 5 Y No 11
## 714 7246 4 Y No 11
## 715 14229 1 Y No 15
## 716 11585 1 Y No 11
## 717 2706 1 Y No 18
## 718 7909 3 Y No 13
## 719 10414 3 Y Yes 24
## 720 8039 0 Y No 17
## 721 9606 1 Y No 15
## 722 26493 3 Y No 17
## 723 20284 5 Y No 14
## 724 15669 0 Y No 11
## 725 13624 4 Y No 13
## 726 7505 0 Y No 12
## 727 21222 5 Y No 15
## 728 5972 1 Y Yes 17
## 729 23213 1 Y Yes 18
## 730 19299 0 Y No 14
## 731 23814 4 Y No 21
## 732 17778 4 Y Yes 18
## 733 19555 1 Y No 12
## 734 23914 8 Y No 12
## 735 22061 1 Y No 13
## 736 26997 0 Y No 14
## 737 8828 0 Y No 11
## 738 16490 5 Y No 17
## 739 6179 1 Y No 16
## 740 14004 4 Y No 14
## 741 24835 2 Y No 18
## 742 25291 9 Y No 21
## 743 3031 1 Y No 17
## 744 12862 1 Y No 13
## 745 13684 0 Y Yes 22
## 746 10036 0 Y No 14
## 747 3157 4 Y Yes 15
## 748 25755 0 Y No 20
## 749 3622 1 Y No 13
## 750 10515 0 Y No 14
## 751 17205 1 Y Yes 14
## 752 8319 1 Y Yes 11
## 753 20689 2 Y Yes 15
## 754 14011 5 Y No 21
## 755 24001 9 Y No 12
## 756 2104 2 Y No 14
## 757 19170 1 Y Yes 25
## 758 21534 2 Y No 14
## 759 26176 7 Y No 19
## 760 2493 2 Y Yes 16
## 761 11479 6 Y Yes 20
## 762 12982 1 Y Yes 11
## 763 22074 1 Y No 13
## 764 24920 0 Y No 12
## 765 2243 0 Y No 19
## 766 23447 1 Y Yes 14
## 767 18863 1 Y No 13
## 768 11373 3 Y No 15
## 769 17433 2 Y No 11
## 770 17970 1 Y No 13
## 771 4317 3 Y No 14
## 772 2137 1 Y No 25
## 773 6420 0 Y No 25
## 774 21777 0 Y Yes 17
## 775 18611 2 Y Yes 14
## 776 19630 1 Y No 18
## 777 15428 0 Y No 21
## 778 14947 1 Y No 12
## 779 11925 1 Y No 20
## 780 26124 9 Y Yes 14
## 781 21728 1 Y Yes 22
## 782 20978 1 Y No 11
## 783 22650 3 Y Yes 11
## 784 4905 1 Y No 12
## 785 3536 7 Y No 11
## 786 8847 3 Y No 11
## 787 22984 2 Y No 11
## 788 17747 2 Y No 15
## 789 19805 8 Y No 12
## 790 18830 1 Y No 18
## 791 23070 4 Y No 25
## 792 5711 2 Y No 15
## 793 14199 3 Y Yes 19
## 794 8202 1 Y No 13
## 795 23793 1 Y Yes 15
## 796 3164 1 Y Yes 11
## 797 7501 0 Y Yes 14
## 798 15999 1 Y Yes 17
## 799 6148 1 Y Yes 25
## 800 26308 6 Y No 20
## 801 3193 2 Y No 19
## 802 8346 4 Y Yes 13
## 803 5355 1 Y Yes 14
## 804 10333 0 Y Yes 22
## 805 25043 4 Y No 12
## 806 25949 7 Y Yes 13
## 807 12477 2 Y No 11
## 808 11992 1 Y No 24
## 809 3811 1 Y No 12
## 810 13364 0 Y Yes 16
## 811 11012 1 Y No 11
## 812 4910 4 Y No 11
## 813 5915 1 Y Yes 12
## 814 5220 3 Y No 11
## 815 12102 0 Y No 19
## 816 6311 0 Y No 13
## 817 20234 5 Y Yes 24
## 818 25995 0 Y No 11
## 819 11162 0 Y No 13
## 820 23352 3 Y Yes 11
## 821 18783 3 Y No 17
## 822 10732 2 Y No 14
## 823 8978 1 Y No 21
## 824 6233 1 Y No 12
## 825 12421 9 Y Yes 12
## 826 21445 9 Y No 17
## 827 19002 2 Y No 13
## 828 6039 0 Y Yes 12
## 829 15963 4 Y No 14
## 830 7999 1 Y No 11
## 831 14039 1 Y Yes 15
## 832 26820 1 Y Yes 19
## 833 12449 1 Y No 12
## 834 7172 1 Y No 25
## 835 25592 1 Y Yes 15
## 836 24666 1 Y No 13
## 837 5182 7 Y Yes 15
## 838 19921 1 Y No 12
## 839 19271 8 Y Yes 12
## 840 13583 4 Y No 12
## 841 25233 1 Y No 13
## 842 9769 1 Y No 13
## 843 19028 3 Y No 22
## 844 5494 0 Y No 11
## 845 25353 5 Y No 12
## 846 13535 1 Y No 12
## 847 16102 1 Y No 14
## 848 10942 0 Y No 17
## 849 6110 2 Y Yes 12
## 850 7102 0 Y No 18
## 851 24788 3 Y Yes 11
## 852 16117 1 Y No 13
## 853 12682 0 Y Yes 12
## 854 4824 0 Y No 19
## 855 25388 0 Y Yes 11
## 856 16192 1 Y No 13
## 857 8556 5 Y Yes 11
## 858 14034 1 Y No 24
## 859 6961 2 Y No 21
## 860 14075 1 Y No 11
## 861 4257 0 Y No 14
## 862 20364 3 Y No 14
## 863 4652 8 Y Yes 13
## 864 10225 9 Y Yes 12
## 865 14720 4 Y Yes 18
## 866 18706 1 Y No 11
## 867 12069 0 Y No 18
## 868 24200 3 Y Yes 17
## 869 20100 4 Y Yes 19
## 870 15986 5 Y No 11
## PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1 3 3 80 1
## 2 3 1 80 0
## 3 3 3 80 0
## 4 3 3 80 2
## 5 3 3 80 0
## 6 4 3 80 2
## 7 3 1 80 0
## 8 3 3 80 3
## 9 3 4 80 1
## 10 3 2 80 1
## 11 3 4 80 0
## 12 3 2 80 1
## 13 4 2 80 0
## 14 3 1 80 1
## 15 3 3 80 0
## 16 3 4 80 1
## 17 3 3 80 1
## 18 3 3 80 0
## 19 3 1 80 3
## 20 3 4 80 1
## 21 3 3 80 1
## 22 3 4 80 0
## 23 3 2 80 1
## 24 3 4 80 0
## 25 3 1 80 0
## 26 3 3 80 1
## 27 3 4 80 1
## 28 3 1 80 0
## 29 3 2 80 0
## 30 3 1 80 1
## 31 3 4 80 3
## 32 3 4 80 3
## 33 3 2 80 1
## 34 3 2 80 1
## 35 4 2 80 0
## 36 4 3 80 0
## 37 3 3 80 0
## 38 3 2 80 3
## 39 3 1 80 0
## 40 3 1 80 1
## 41 4 4 80 1
## 42 3 1 80 0
## 43 3 2 80 1
## 44 4 4 80 0
## 45 4 4 80 1
## 46 3 3 80 0
## 47 3 2 80 0
## 48 3 2 80 2
## 49 3 4 80 0
## 50 3 4 80 1
## 51 3 4 80 0
## 52 4 3 80 1
## 53 3 4 80 1
## 54 3 2 80 0
## 55 4 4 80 0
## 56 4 2 80 2
## 57 3 4 80 0
## 58 3 4 80 0
## 59 3 1 80 2
## 60 3 4 80 0
## 61 3 1 80 1
## 62 3 1 80 0
## 63 3 3 80 1
## 64 3 3 80 0
## 65 3 1 80 1
## 66 3 4 80 2
## 67 3 2 80 0
## 68 3 3 80 0
## 69 3 4 80 1
## 70 3 2 80 0
## 71 4 1 80 1
## 72 3 4 80 0
## 73 3 1 80 0
## 74 3 1 80 1
## 75 3 3 80 0
## 76 4 4 80 0
## 77 3 4 80 0
## 78 3 2 80 0
## 79 3 4 80 0
## 80 3 3 80 3
## 81 3 1 80 0
## 82 3 2 80 1
## 83 3 4 80 1
## 84 3 1 80 2
## 85 3 4 80 0
## 86 3 1 80 0
## 87 3 4 80 0
## 88 4 4 80 1
## 89 3 4 80 0
## 90 3 4 80 0
## 91 4 3 80 1
## 92 3 1 80 1
## 93 3 2 80 0
## 94 3 3 80 0
## 95 3 2 80 0
## 96 4 3 80 0
## 97 3 4 80 1
## 98 3 4 80 1
## 99 3 3 80 3
## 100 3 1 80 1
## 101 3 2 80 0
## 102 3 1 80 1
## 103 3 1 80 1
## 104 3 1 80 1
## 105 3 2 80 0
## 106 4 2 80 1
## 107 3 1 80 1
## 108 3 1 80 1
## 109 4 4 80 1
## 110 3 4 80 0
## 111 3 4 80 1
## 112 3 2 80 1
## 113 3 4 80 0
## 114 3 1 80 1
## 115 3 4 80 3
## 116 3 4 80 0
## 117 3 2 80 0
## 118 3 1 80 1
## 119 3 1 80 1
## 120 3 4 80 0
## 121 3 1 80 1
## 122 3 4 80 0
## 123 3 3 80 1
## 124 4 1 80 0
## 125 3 1 80 0
## 126 3 4 80 0
## 127 4 2 80 0
## 128 3 4 80 2
## 129 3 1 80 0
## 130 3 4 80 1
## 131 3 2 80 1
## 132 3 3 80 0
## 133 3 4 80 3
## 134 4 3 80 0
## 135 3 2 80 1
## 136 4 4 80 1
## 137 3 4 80 1
## 138 3 3 80 1
## 139 4 4 80 0
## 140 3 1 80 0
## 141 3 1 80 1
## 142 3 4 80 2
## 143 3 2 80 1
## 144 3 2 80 1
## 145 4 2 80 3
## 146 3 1 80 1
## 147 3 4 80 1
## 148 3 4 80 1
## 149 4 4 80 0
## 150 4 2 80 1
## 151 3 3 80 0
## 152 3 4 80 0
## 153 3 3 80 1
## 154 3 1 80 0
## 155 3 2 80 2
## 156 3 2 80 1
## 157 3 3 80 1
## 158 3 4 80 3
## 159 3 3 80 1
## 160 3 3 80 0
## 161 3 3 80 2
## 162 3 1 80 0
## 163 3 4 80 0
## 164 3 3 80 0
## 165 3 3 80 2
## 166 3 4 80 0
## 167 3 2 80 2
## 168 3 3 80 1
## 169 3 2 80 2
## 170 4 1 80 1
## 171 4 4 80 1
## 172 3 3 80 1
## 173 3 4 80 0
## 174 3 4 80 2
## 175 3 3 80 1
## 176 3 3 80 0
## 177 3 4 80 1
## 178 3 2 80 1
## 179 3 4 80 0
## 180 4 3 80 0
## 181 3 2 80 1
## 182 3 4 80 1
## 183 3 4 80 0
## 184 3 4 80 0
## 185 3 1 80 1
## 186 4 4 80 1
## 187 3 3 80 2
## 188 3 3 80 3
## 189 3 1 80 2
## 190 3 2 80 0
## 191 3 4 80 2
## 192 3 4 80 2
## 193 3 3 80 1
## 194 3 1 80 1
## 195 3 4 80 0
## 196 3 2 80 0
## 197 4 2 80 2
## 198 3 2 80 1
## 199 3 4 80 1
## 200 4 4 80 1
## 201 3 4 80 0
## 202 3 2 80 2
## 203 3 3 80 1
## 204 3 4 80 0
## 205 3 1 80 1
## 206 3 4 80 0
## 207 3 2 80 0
## 208 3 2 80 0
## 209 3 4 80 1
## 210 3 3 80 1
## 211 4 3 80 1
## 212 3 2 80 0
## 213 3 1 80 0
## 214 3 4 80 1
## 215 3 4 80 0
## 216 3 3 80 1
## 217 3 3 80 1
## 218 3 2 80 1
## 219 3 3 80 0
## 220 4 2 80 0
## 221 4 3 80 0
## 222 3 4 80 2
## 223 4 3 80 1
## 224 3 4 80 1
## 225 3 4 80 2
## 226 3 3 80 0
## 227 3 3 80 1
## 228 3 1 80 1
## 229 4 1 80 1
## 230 3 2 80 1
## 231 3 1 80 2
## 232 3 1 80 0
## 233 3 3 80 0
## 234 3 4 80 1
## 235 3 4 80 2
## 236 3 3 80 0
## 237 3 1 80 0
## 238 3 4 80 1
## 239 3 3 80 0
## 240 3 3 80 3
## 241 4 4 80 1
## 242 4 3 80 0
## 243 4 4 80 1
## 244 3 1 80 0
## 245 3 3 80 1
## 246 3 3 80 3
## 247 3 3 80 0
## 248 3 2 80 1
## 249 3 1 80 2
## 250 3 2 80 1
## 251 3 3 80 3
## 252 3 4 80 2
## 253 3 4 80 0
## 254 3 3 80 0
## 255 3 3 80 1
## 256 3 3 80 0
## 257 3 3 80 1
## 258 3 2 80 2
## 259 3 4 80 3
## 260 3 3 80 1
## 261 3 3 80 0
## 262 3 3 80 0
## 263 3 3 80 1
## 264 3 2 80 1
## 265 3 3 80 1
## 266 3 3 80 1
## 267 3 4 80 2
## 268 3 1 80 0
## 269 4 3 80 3
## 270 3 3 80 1
## 271 4 2 80 2
## 272 3 3 80 1
## 273 4 4 80 1
## 274 3 1 80 2
## 275 3 4 80 0
## 276 3 4 80 1
## 277 3 4 80 1
## 278 3 1 80 0
## 279 3 4 80 0
## 280 3 2 80 0
## 281 3 1 80 1
## 282 3 3 80 0
## 283 3 4 80 1
## 284 3 4 80 3
## 285 3 4 80 1
## 286 3 2 80 1
## 287 4 1 80 0
## 288 3 3 80 1
## 289 3 3 80 1
## 290 3 2 80 1
## 291 3 4 80 2
## 292 3 3 80 1
## 293 3 4 80 0
## 294 3 1 80 2
## 295 4 4 80 0
## 296 3 3 80 1
## 297 3 3 80 0
## 298 4 4 80 0
## 299 4 1 80 0
## 300 3 4 80 0
## 301 3 4 80 1
## 302 4 4 80 1
## 303 3 4 80 1
## 304 3 2 80 0
## 305 4 1 80 0
## 306 3 4 80 0
## 307 3 2 80 0
## 308 3 4 80 3
## 309 3 4 80 2
## 310 4 3 80 1
## 311 3 2 80 1
## 312 3 3 80 0
## 313 3 1 80 0
## 314 3 3 80 0
## 315 3 4 80 0
## 316 3 3 80 0
## 317 3 4 80 1
## 318 3 2 80 0
## 319 3 4 80 2
## 320 3 4 80 0
## 321 4 3 80 0
## 322 3 4 80 1
## 323 3 2 80 1
## 324 4 1 80 3
## 325 3 3 80 1
## 326 3 3 80 0
## 327 3 4 80 1
## 328 3 3 80 1
## 329 3 3 80 1
## 330 3 3 80 1
## 331 3 1 80 0
## 332 3 3 80 0
## 333 3 3 80 3
## 334 3 4 80 0
## 335 4 4 80 1
## 336 4 2 80 0
## 337 3 4 80 1
## 338 3 3 80 0
## 339 3 4 80 0
## 340 3 4 80 1
## 341 3 4 80 1
## 342 3 2 80 1
## 343 3 3 80 1
## 344 4 3 80 1
## 345 3 3 80 3
## 346 3 1 80 0
## 347 3 4 80 0
## 348 4 1 80 1
## 349 3 4 80 0
## 350 3 3 80 0
## 351 3 2 80 1
## 352 3 2 80 1
## 353 3 4 80 1
## 354 3 3 80 0
## 355 3 4 80 1
## 356 3 4 80 0
## 357 3 3 80 0
## 358 3 2 80 0
## 359 4 2 80 1
## 360 3 3 80 1
## 361 3 1 80 1
## 362 3 4 80 0
## 363 3 4 80 1
## 364 3 4 80 1
## 365 3 4 80 1
## 366 3 4 80 3
## 367 3 3 80 2
## 368 3 4 80 0
## 369 3 4 80 1
## 370 3 3 80 0
## 371 3 3 80 1
## 372 3 3 80 0
## 373 3 1 80 1
## 374 3 1 80 1
## 375 3 1 80 0
## 376 3 4 80 0
## 377 3 3 80 0
## 378 3 3 80 2
## 379 3 1 80 1
## 380 3 2 80 0
## 381 3 2 80 1
## 382 4 4 80 1
## 383 3 1 80 3
## 384 3 3 80 1
## 385 3 3 80 3
## 386 3 2 80 1
## 387 3 1 80 0
## 388 3 2 80 2
## 389 3 3 80 0
## 390 3 3 80 0
## 391 3 2 80 1
## 392 3 3 80 1
## 393 3 4 80 1
## 394 3 4 80 0
## 395 3 4 80 0
## 396 3 2 80 1
## 397 3 3 80 0
## 398 3 4 80 0
## 399 4 1 80 1
## 400 3 2 80 0
## 401 4 3 80 0
## 402 3 2 80 1
## 403 3 3 80 0
## 404 3 3 80 2
## 405 3 4 80 0
## 406 3 3 80 1
## 407 3 1 80 2
## 408 3 3 80 1
## 409 3 3 80 0
## 410 4 3 80 1
## 411 4 3 80 0
## 412 3 2 80 0
## 413 4 1 80 0
## 414 3 3 80 0
## 415 3 4 80 1
## 416 3 3 80 1
## 417 3 3 80 0
## 418 3 4 80 2
## 419 3 2 80 1
## 420 3 3 80 0
## 421 3 3 80 0
## 422 3 1 80 2
## 423 3 2 80 0
## 424 3 3 80 0
## 425 3 3 80 1
## 426 3 3 80 1
## 427 3 2 80 2
## 428 3 1 80 0
## 429 3 4 80 0
## 430 3 2 80 1
## 431 3 1 80 0
## 432 3 2 80 1
## 433 4 1 80 0
## 434 3 3 80 1
## 435 3 2 80 1
## 436 3 1 80 1
## 437 3 4 80 0
## 438 3 4 80 0
## 439 3 3 80 0
## 440 3 3 80 0
## 441 3 4 80 0
## 442 3 3 80 1
## 443 3 3 80 0
## 444 3 1 80 3
## 445 3 3 80 1
## 446 3 3 80 1
## 447 3 4 80 2
## 448 3 3 80 2
## 449 3 4 80 0
## 450 3 1 80 1
## 451 3 1 80 1
## 452 3 3 80 0
## 453 3 4 80 0
## 454 3 2 80 0
## 455 3 1 80 1
## 456 3 2 80 0
## 457 3 1 80 2
## 458 4 4 80 0
## 459 4 4 80 1
## 460 3 3 80 0
## 461 3 4 80 1
## 462 3 3 80 0
## 463 3 4 80 0
## 464 4 4 80 0
## 465 3 4 80 1
## 466 3 3 80 0
## 467 4 4 80 0
## 468 3 2 80 0
## 469 3 4 80 0
## 470 3 3 80 2
## 471 3 3 80 1
## 472 4 2 80 0
## 473 3 2 80 0
## 474 3 2 80 0
## 475 3 4 80 1
## 476 4 3 80 0
## 477 3 4 80 2
## 478 3 1 80 2
## 479 3 3 80 0
## 480 4 1 80 1
## 481 3 1 80 1
## 482 3 2 80 1
## 483 3 2 80 0
## 484 3 3 80 1
## 485 3 4 80 1
## 486 3 1 80 0
## 487 3 3 80 0
## 488 3 4 80 1
## 489 3 4 80 0
## 490 3 4 80 0
## 491 3 4 80 0
## 492 3 2 80 0
## 493 3 3 80 0
## 494 3 4 80 0
## 495 3 1 80 1
## 496 3 3 80 1
## 497 4 4 80 2
## 498 3 3 80 3
## 499 3 2 80 2
## 500 3 3 80 1
## 501 3 4 80 0
## 502 3 2 80 0
## 503 3 3 80 2
## 504 3 3 80 1
## 505 3 2 80 2
## 506 3 1 80 1
## 507 3 2 80 0
## 508 3 2 80 0
## 509 3 3 80 1
## 510 3 4 80 0
## 511 3 3 80 1
## 512 4 2 80 1
## 513 3 1 80 1
## 514 3 3 80 0
## 515 4 3 80 0
## 516 3 4 80 1
## 517 3 3 80 3
## 518 4 2 80 3
## 519 3 1 80 1
## 520 3 4 80 0
## 521 3 3 80 0
## 522 3 3 80 3
## 523 3 3 80 1
## 524 3 3 80 1
## 525 3 1 80 1
## 526 3 1 80 1
## 527 3 1 80 1
## 528 3 4 80 0
## 529 3 1 80 0
## 530 3 1 80 3
## 531 3 1 80 1
## 532 3 1 80 0
## 533 4 3 80 1
## 534 3 2 80 1
## 535 3 4 80 0
## 536 3 4 80 3
## 537 3 3 80 0
## 538 3 3 80 1
## 539 3 2 80 0
## 540 3 4 80 0
## 541 3 1 80 3
## 542 3 2 80 1
## 543 3 4 80 1
## 544 3 2 80 0
## 545 3 3 80 0
## 546 3 2 80 0
## 547 3 3 80 1
## 548 3 4 80 0
## 549 3 3 80 1
## 550 3 1 80 0
## 551 3 2 80 1
## 552 3 4 80 1
## 553 4 4 80 0
## 554 3 1 80 2
## 555 3 4 80 1
## 556 3 3 80 1
## 557 3 3 80 0
## 558 3 4 80 1
## 559 3 4 80 1
## 560 3 2 80 1
## 561 3 3 80 0
## 562 3 2 80 0
## 563 3 2 80 1
## 564 4 3 80 1
## 565 4 3 80 2
## 566 3 3 80 0
## 567 3 4 80 0
## 568 3 4 80 1
## 569 3 1 80 0
## 570 3 4 80 1
## 571 4 3 80 1
## 572 3 1 80 0
## 573 3 3 80 1
## 574 4 3 80 2
## 575 4 4 80 2
## 576 3 3 80 1
## 577 3 1 80 0
## 578 3 4 80 0
## 579 3 4 80 0
## 580 3 2 80 2
## 581 3 3 80 3
## 582 3 2 80 0
## 583 3 3 80 1
## 584 4 1 80 0
## 585 3 4 80 0
## 586 3 3 80 1
## 587 3 4 80 3
## 588 4 2 80 0
## 589 3 1 80 0
## 590 3 3 80 1
## 591 3 2 80 0
## 592 4 3 80 0
## 593 3 4 80 1
## 594 3 4 80 1
## 595 3 4 80 2
## 596 4 1 80 1
## 597 3 1 80 0
## 598 4 2 80 1
## 599 4 2 80 1
## 600 3 1 80 1
## 601 3 3 80 1
## 602 3 2 80 1
## 603 3 3 80 3
## 604 3 1 80 1
## 605 3 3 80 0
## 606 3 3 80 0
## 607 3 4 80 0
## 608 4 3 80 1
## 609 3 4 80 0
## 610 3 4 80 0
## 611 3 2 80 1
## 612 3 1 80 0
## 613 4 1 80 0
## 614 3 2 80 0
## 615 3 1 80 1
## 616 3 3 80 1
## 617 3 4 80 0
## 618 4 3 80 1
## 619 3 1 80 1
## 620 3 3 80 2
## 621 3 2 80 0
## 622 3 3 80 0
## 623 3 3 80 0
## 624 3 3 80 0
## 625 3 3 80 0
## 626 3 2 80 3
## 627 3 3 80 2
## 628 3 2 80 1
## 629 3 2 80 1
## 630 3 2 80 0
## 631 4 2 80 1
## 632 4 1 80 0
## 633 3 3 80 0
## 634 4 1 80 1
## 635 3 1 80 1
## 636 3 2 80 1
## 637 3 4 80 1
## 638 3 3 80 1
## 639 3 2 80 2
## 640 3 2 80 1
## 641 4 2 80 1
## 642 3 2 80 1
## 643 3 2 80 0
## 644 4 2 80 1
## 645 3 1 80 1
## 646 3 1 80 1
## 647 3 4 80 0
## 648 3 3 80 3
## 649 3 2 80 0
## 650 3 2 80 0
## 651 3 2 80 0
## 652 3 2 80 1
## 653 3 3 80 0
## 654 4 2 80 1
## 655 3 3 80 0
## 656 3 3 80 1
## 657 3 4 80 2
## 658 4 1 80 1
## 659 3 4 80 0
## 660 3 3 80 0
## 661 3 4 80 2
## 662 3 3 80 1
## 663 3 2 80 1
## 664 4 1 80 1
## 665 4 3 80 0
## 666 3 4 80 0
## 667 3 4 80 1
## 668 3 1 80 3
## 669 3 1 80 1
## 670 3 1 80 0
## 671 3 1 80 0
## 672 3 3 80 2
## 673 3 4 80 0
## 674 3 1 80 1
## 675 3 1 80 0
## 676 3 3 80 1
## 677 3 1 80 1
## 678 3 1 80 1
## 679 3 2 80 3
## 680 3 2 80 0
## 681 3 1 80 0
## 682 4 1 80 1
## 683 3 2 80 2
## 684 3 2 80 1
## 685 3 3 80 1
## 686 4 4 80 1
## 687 3 1 80 0
## 688 4 4 80 0
## 689 4 3 80 0
## 690 3 4 80 3
## 691 3 3 80 0
## 692 3 4 80 1
## 693 4 2 80 0
## 694 4 3 80 0
## 695 3 3 80 2
## 696 3 1 80 0
## 697 4 2 80 1
## 698 3 4 80 0
## 699 3 3 80 0
## 700 3 1 80 1
## 701 3 4 80 0
## 702 4 1 80 0
## 703 3 2 80 1
## 704 3 3 80 0
## 705 3 4 80 0
## 706 3 4 80 0
## 707 3 2 80 1
## 708 3 4 80 0
## 709 3 2 80 1
## 710 3 4 80 1
## 711 4 4 80 2
## 712 3 3 80 1
## 713 3 3 80 0
## 714 3 1 80 1
## 715 3 2 80 0
## 716 3 3 80 1
## 717 3 1 80 1
## 718 3 4 80 0
## 719 4 1 80 0
## 720 3 2 80 3
## 721 3 3 80 1
## 722 3 1 80 3
## 723 3 3 80 2
## 724 3 2 80 0
## 725 3 4 80 0
## 726 3 4 80 2
## 727 3 2 80 1
## 728 3 4 80 1
## 729 3 2 80 0
## 730 3 3 80 1
## 731 4 3 80 1
## 732 3 1 80 0
## 733 3 1 80 0
## 734 3 4 80 0
## 735 3 3 80 0
## 736 3 2 80 0
## 737 3 1 80 1
## 738 3 4 80 0
## 739 3 2 80 0
## 740 3 4 80 0
## 741 3 4 80 0
## 742 4 3 80 1
## 743 3 1 80 0
## 744 3 3 80 0
## 745 4 2 80 1
## 746 3 2 80 3
## 747 3 4 80 3
## 748 4 3 80 0
## 749 3 2 80 3
## 750 3 1 80 0
## 751 3 2 80 0
## 752 3 1 80 0
## 753 3 3 80 1
## 754 4 3 80 3
## 755 3 1 80 1
## 756 3 3 80 0
## 757 4 4 80 1
## 758 3 2 80 1
## 759 3 4 80 1
## 760 3 1 80 0
## 761 4 3 80 0
## 762 3 3 80 1
## 763 3 1 80 0
## 764 3 1 80 1
## 765 3 3 80 1
## 766 3 1 80 0
## 767 3 3 80 0
## 768 3 3 80 1
## 769 3 3 80 1
## 770 3 4 80 1
## 771 3 3 80 0
## 772 4 3 80 3
## 773 4 4 80 0
## 774 3 1 80 1
## 775 3 3 80 1
## 776 3 4 80 0
## 777 4 1 80 1
## 778 3 3 80 3
## 779 4 3 80 0
## 780 3 2 80 3
## 781 4 4 80 0
## 782 3 1 80 0
## 783 3 3 80 1
## 784 3 1 80 1
## 785 3 4 80 1
## 786 3 3 80 0
## 787 3 4 80 0
## 788 3 1 80 0
## 789 3 2 80 3
## 790 3 4 80 0
## 791 4 1 80 1
## 792 3 4 80 0
## 793 3 4 80 1
## 794 3 2 80 3
## 795 3 1 80 2
## 796 3 1 80 0
## 797 3 2 80 0
## 798 3 3 80 0
## 799 4 2 80 0
## 800 4 1 80 1
## 801 3 1 80 2
## 802 3 3 80 0
## 803 3 4 80 0
## 804 4 1 80 0
## 805 3 3 80 1
## 806 3 4 80 1
## 807 3 2 80 0
## 808 4 1 80 2
## 809 3 2 80 1
## 810 3 4 80 1
## 811 3 3 80 2
## 812 3 2 80 1
## 813 3 4 80 1
## 814 3 3 80 1
## 815 3 4 80 1
## 816 3 2 80 1
## 817 4 2 80 0
## 818 3 4 80 0
## 819 3 4 80 0
## 820 3 4 80 0
## 821 3 4 80 2
## 822 3 4 80 1
## 823 4 4 80 2
## 824 3 3 80 1
## 825 3 2 80 2
## 826 3 4 80 2
## 827 3 1 80 3
## 828 3 4 80 0
## 829 3 2 80 1
## 830 3 3 80 1
## 831 3 3 80 1
## 832 3 4 80 0
## 833 3 3 80 3
## 834 4 3 80 0
## 835 3 4 80 1
## 836 3 4 80 1
## 837 3 4 80 0
## 838 3 4 80 0
## 839 3 3 80 1
## 840 3 4 80 0
## 841 3 3 80 0
## 842 3 1 80 0
## 843 4 3 80 0
## 844 3 4 80 1
## 845 3 1 80 0
## 846 3 4 80 1
## 847 3 4 80 0
## 848 3 1 80 3
## 849 3 1 80 2
## 850 3 1 80 1
## 851 3 3 80 1
## 852 3 1 80 0
## 853 3 4 80 0
## 854 3 3 80 0
## 855 3 4 80 0
## 856 3 1 80 1
## 857 3 3 80 0
## 858 4 1 80 1
## 859 4 4 80 1
## 860 3 4 80 1
## 861 3 2 80 0
## 862 3 4 80 0
## 863 3 2 80 0
## 864 3 4 80 2
## 865 3 4 80 2
## 866 3 3 80 0
## 867 3 1 80 0
## 868 3 3 80 1
## 869 3 3 80 1
## 870 3 4 80 0
## TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1 8 3 2 5
## 2 21 2 4 20
## 3 10 2 3 2
## 4 14 3 3 14
## 5 6 2 3 6
## 6 9 4 2 9
## 7 7 5 2 4
## 8 8 5 3 1
## 9 1 2 3 1
## 10 8 3 2 8
## 11 21 2 3 16
## 12 3 2 3 3
## 13 17 3 4 8
## 14 1 3 3 1
## 15 10 3 4 7
## 16 9 2 2 9
## 17 8 2 4 8
## 18 7 2 4 1
## 19 6 3 3 5
## 20 10 5 3 2
## 21 13 2 3 3
## 22 12 3 3 2
## 23 10 3 3 8
## 24 10 3 3 5
## 25 6 3 3 5
## 26 26 5 3 22
## 27 10 3 3 9
## 28 6 3 3 5
## 29 15 2 2 2
## 30 5 3 3 4
## 31 9 2 4 8
## 32 14 6 3 14
## 33 28 2 2 7
## 34 10 2 3 8
## 35 8 1 3 1
## 36 5 3 1 5
## 37 15 3 3 13
## 38 16 3 3 2
## 39 36 4 3 7
## 40 3 4 3 2
## 41 37 0 2 16
## 42 9 3 3 8
## 43 17 2 2 2
## 44 24 2 3 1
## 45 1 2 3 1
## 46 12 3 3 12
## 47 10 2 3 0
## 48 9 2 3 8
## 49 0 3 3 0
## 50 6 1 1 2
## 51 8 3 2 0
## 52 32 3 3 9
## 53 10 5 3 10
## 54 9 5 2 9
## 55 11 2 3 11
## 56 5 2 3 5
## 57 7 2 3 2
## 58 10 3 3 10
## 59 15 2 3 5
## 60 1 4 3 1
## 61 16 6 3 16
## 62 10 0 3 7
## 63 3 1 3 2
## 64 0 4 1 0
## 65 1 3 1 1
## 66 7 5 2 6
## 67 17 3 3 17
## 68 5 6 4 5
## 69 5 2 2 3
## 70 17 3 3 17
## 71 12 3 3 5
## 72 6 4 3 5
## 73 8 1 3 1
## 74 6 4 3 1
## 75 10 2 2 8
## 76 12 2 3 12
## 77 10 3 3 10
## 78 27 5 1 26
## 79 23 2 3 19
## 80 1 4 3 1
## 81 15 2 1 1
## 82 17 3 3 7
## 83 10 1 3 8
## 84 13 2 3 7
## 85 18 2 3 16
## 86 30 4 3 5
## 87 20 2 3 7
## 88 5 2 1 4
## 89 9 0 3 9
## 90 22 2 2 2
## 91 1 3 3 1
## 92 11 3 1 11
## 93 7 3 3 0
## 94 10 4 3 5
## 95 21 5 3 5
## 96 20 3 3 20
## 97 23 2 4 13
## 98 17 2 4 1
## 99 4 3 3 3
## 100 7 2 2 5
## 101 6 3 4 5
## 102 13 5 3 13
## 103 6 3 3 3
## 104 5 3 4 3
## 105 35 2 2 9
## 106 8 2 3 8
## 107 10 1 3 10
## 108 35 0 3 10
## 109 13 2 4 9
## 110 4 4 3 4
## 111 3 2 3 3
## 112 26 2 2 9
## 113 18 4 3 8
## 114 16 2 4 1
## 115 15 2 3 7
## 116 10 2 3 10
## 117 5 4 3 4
## 118 10 2 3 4
## 119 13 2 3 9
## 120 14 2 4 14
## 121 10 2 3 8
## 122 2 6 3 2
## 123 18 2 3 5
## 124 8 2 3 7
## 125 10 3 2 10
## 126 10 2 3 10
## 127 10 5 3 10
## 128 10 2 2 9
## 129 20 3 1 20
## 130 25 5 3 19
## 131 10 3 2 10
## 132 8 1 4 5
## 133 7 4 4 6
## 134 7 3 3 5
## 135 9 3 4 9
## 136 8 2 3 8
## 137 1 1 3 1
## 138 22 2 3 10
## 139 8 2 1 2
## 140 12 3 3 5
## 141 33 0 3 19
## 142 2 3 3 2
## 143 13 3 3 8
## 144 7 5 4 5
## 145 15 0 3 12
## 146 4 3 2 4
## 147 8 5 3 8
## 148 8 6 1 2
## 149 6 2 3 4
## 150 6 5 2 5
## 151 9 2 1 3
## 152 10 2 2 10
## 153 13 3 2 13
## 154 11 3 1 3
## 155 1 3 3 1
## 156 4 2 4 2
## 157 15 4 3 11
## 158 21 4 3 18
## 159 18 1 3 8
## 160 20 6 3 1
## 161 10 1 2 10
## 162 10 2 2 10
## 163 6 3 3 5
## 164 10 1 3 3
## 165 12 3 2 11
## 166 2 3 2 2
## 167 27 2 3 4
## 168 10 2 3 6
## 169 18 3 3 10
## 170 11 1 3 7
## 171 10 2 2 8
## 172 16 4 4 8
## 173 28 3 2 2
## 174 10 3 3 9
## 175 22 3 4 17
## 176 2 6 4 2
## 177 24 2 3 5
## 178 6 2 3 3
## 179 9 2 3 9
## 180 12 2 4 8
## 181 15 2 4 7
## 182 11 3 3 7
## 183 18 2 3 3
## 184 9 3 3 2
## 185 8 3 3 8
## 186 5 3 2 5
## 187 7 6 3 7
## 188 29 2 3 3
## 189 28 4 2 10
## 190 5 3 4 5
## 191 11 2 3 10
## 192 9 3 3 3
## 193 19 5 2 10
## 194 14 2 3 9
## 195 5 2 3 4
## 196 1 0 2 1
## 197 10 4 3 4
## 198 22 3 3 9
## 199 24 4 3 22
## 200 1 2 3 1
## 201 22 2 2 1
## 202 10 3 3 10
## 203 14 3 3 14
## 204 10 4 3 7
## 205 6 5 3 4
## 206 8 0 3 8
## 207 7 2 2 4
## 208 17 2 3 1
## 209 8 3 3 3
## 210 12 2 3 9
## 211 21 3 3 20
## 212 21 3 4 1
## 213 4 2 3 1
## 214 8 4 3 4
## 215 5 0 3 4
## 216 8 3 4 3
## 217 18 4 3 1
## 218 24 3 3 22
## 219 5 4 2 5
## 220 8 2 2 8
## 221 6 5 3 6
## 222 5 4 3 1
## 223 7 2 3 6
## 224 1 2 1 1
## 225 10 0 4 5
## 226 12 6 2 12
## 227 1 3 3 1
## 228 4 2 2 4
## 229 4 2 2 3
## 230 30 3 3 15
## 231 10 3 3 10
## 232 2 3 3 2
## 233 25 3 1 23
## 234 16 4 3 6
## 235 25 3 4 25
## 236 17 2 1 14
## 237 24 2 2 22
## 238 6 2 2 6
## 239 6 3 3 2
## 240 19 3 3 14
## 241 10 5 2 10
## 242 22 4 3 0
## 243 6 3 3 5
## 244 6 2 3 3
## 245 10 2 2 10
## 246 8 5 3 4
## 247 11 2 2 11
## 248 3 2 3 2
## 249 12 4 2 6
## 250 22 2 3 18
## 251 1 2 2 1
## 252 12 3 3 7
## 253 1 3 3 1
## 254 2 4 3 1
## 255 16 5 3 9
## 256 7 2 2 3
## 257 2 5 2 2
## 258 8 3 3 3
## 259 9 3 3 5
## 260 7 2 2 2
## 261 3 3 4 1
## 262 11 2 1 9
## 263 8 2 1 5
## 264 3 5 3 3
## 265 6 2 3 5
## 266 6 5 3 5
## 267 16 3 2 14
## 268 1 2 3 1
## 269 9 2 3 9
## 270 7 1 2 6
## 271 10 3 4 8
## 272 11 2 3 11
## 273 9 5 3 9
## 274 11 3 2 3
## 275 36 3 3 24
## 276 28 2 3 5
## 277 2 1 3 2
## 278 9 5 3 8
## 279 6 1 3 6
## 280 4 2 3 3
## 281 10 3 3 10
## 282 20 3 3 18
## 283 12 3 3 5
## 284 13 3 3 7
## 285 7 2 4 7
## 286 15 3 3 15
## 287 1 2 3 1
## 288 3 2 3 2
## 289 10 6 3 9
## 290 3 1 2 3
## 291 8 2 3 5
## 292 11 3 3 9
## 293 7 2 2 7
## 294 14 3 1 13
## 295 21 2 3 21
## 296 5 3 3 2
## 297 10 2 2 10
## 298 9 3 3 9
## 299 4 0 3 3
## 300 5 4 2 3
## 301 10 3 3 10
## 302 9 3 2 9
## 303 8 1 3 4
## 304 10 5 3 10
## 305 7 4 3 1
## 306 6 2 2 5
## 307 8 5 3 1
## 308 6 2 3 0
## 309 17 3 3 8
## 310 4 4 3 3
## 311 9 3 2 2
## 312 22 3 3 20
## 313 7 2 1 7
## 314 10 2 3 1
## 315 10 1 3 2
## 316 9 0 3 9
## 317 6 3 3 4
## 318 4 2 2 4
## 319 8 2 4 5
## 320 1 2 3 1
## 321 5 3 3 3
## 322 10 4 2 10
## 323 10 3 2 5
## 324 19 2 3 16
## 325 21 3 3 21
## 326 1 2 3 1
## 327 23 4 2 22
## 328 9 3 2 4
## 329 20 3 3 20
## 330 21 5 3 20
## 331 23 2 3 8
## 332 14 2 2 14
## 333 6 2 2 5
## 334 9 3 3 9
## 335 30 3 3 3
## 336 14 4 3 13
## 337 5 3 3 5
## 338 7 1 2 6
## 339 5 4 3 0
## 340 1 6 3 1
## 341 6 3 4 1
## 342 2 2 3 2
## 343 9 2 3 3
## 344 1 2 3 1
## 345 8 3 3 4
## 346 21 3 3 20
## 347 5 3 2 3
## 348 6 6 1 6
## 349 6 3 3 0
## 350 30 1 2 10
## 351 18 3 4 13
## 352 10 3 2 8
## 353 16 3 1 1
## 354 8 2 3 2
## 355 23 3 4 22
## 356 15 2 3 13
## 357 5 3 2 5
## 358 6 2 4 2
## 359 9 3 3 9
## 360 16 4 3 15
## 361 34 5 3 33
## 362 1 3 3 1
## 363 33 3 3 32
## 364 22 5 3 21
## 365 23 5 3 19
## 366 36 0 2 7
## 367 15 2 4 11
## 368 9 5 4 8
## 369 4 2 3 2
## 370 10 0 2 7
## 371 4 1 3 4
## 372 10 3 3 9
## 373 24 2 3 24
## 374 8 2 1 8
## 375 2 3 3 2
## 376 32 2 3 32
## 377 18 1 3 17
## 378 14 4 3 0
## 379 6 2 2 5
## 380 7 2 3 5
## 381 21 2 3 3
## 382 8 3 3 8
## 383 15 3 3 2
## 384 3 3 3 0
## 385 18 2 4 10
## 386 15 3 3 15
## 387 10 3 4 10
## 388 8 2 4 3
## 389 17 2 2 13
## 390 3 3 3 3
## 391 6 1 3 3
## 392 5 2 2 2
## 393 4 3 4 4
## 394 22 5 4 18
## 395 8 2 3 2
## 396 3 2 1 2
## 397 26 2 1 3
## 398 2 0 3 2
## 399 13 2 2 13
## 400 16 2 2 2
## 401 11 2 3 5
## 402 11 5 3 5
## 403 7 2 3 2
## 404 9 6 3 3
## 405 6 3 2 6
## 406 21 3 2 1
## 407 13 3 3 12
## 408 7 4 3 7
## 409 31 3 3 25
## 410 22 3 3 4
## 411 6 3 3 5
## 412 10 3 3 10
## 413 8 1 3 1
## 414 4 2 4 0
## 415 3 3 2 2
## 416 15 6 3 7
## 417 12 2 2 11
## 418 4 2 3 1
## 419 14 2 2 14
## 420 10 2 3 10
## 421 5 2 3 5
## 422 15 2 3 13
## 423 12 3 2 7
## 424 0 5 4 0
## 425 5 0 3 5
## 426 18 5 3 1
## 427 1 2 2 1
## 428 3 4 4 3
## 429 4 2 1 3
## 430 13 3 3 11
## 431 5 3 3 5
## 432 6 0 3 4
## 433 20 2 3 4
## 434 1 2 3 1
## 435 11 2 2 1
## 436 8 3 3 8
## 437 5 3 2 2
## 438 8 6 2 7
## 439 3 2 3 3
## 440 10 4 2 9
## 441 10 2 3 8
## 442 9 2 3 5
## 443 5 5 1 0
## 444 8 2 3 2
## 445 24 3 3 2
## 446 17 2 2 6
## 447 19 4 4 13
## 448 10 2 2 0
## 449 10 2 3 10
## 450 10 2 3 10
## 451 10 6 3 9
## 452 6 3 2 5
## 453 10 2 3 10
## 454 10 2 2 10
## 455 21 3 1 3
## 456 21 3 2 21
## 457 10 2 3 10
## 458 11 2 1 10
## 459 5 3 4 3
## 460 10 2 2 10
## 461 8 4 3 2
## 462 15 4 3 4
## 463 16 3 3 2
## 464 9 3 2 5
## 465 6 4 3 1
## 466 6 3 3 3
## 467 7 3 2 3
## 468 5 3 3 1
## 469 7 6 3 2
## 470 5 3 3 4
## 471 6 3 2 5
## 472 1 3 2 1
## 473 17 3 4 0
## 474 9 2 2 6
## 475 4 5 2 4
## 476 14 4 3 9
## 477 9 2 3 1
## 478 8 5 3 0
## 479 12 2 1 5
## 480 16 2 3 16
## 481 6 5 2 5
## 482 8 2 3 6
## 483 16 3 3 15
## 484 19 3 3 2
## 485 40 3 2 40
## 486 8 0 1 6
## 487 1 3 2 1
## 488 5 1 2 5
## 489 23 2 3 1
## 490 10 2 3 5
## 491 22 4 3 3
## 492 25 2 3 3
## 493 8 2 3 5
## 494 11 3 1 11
## 495 10 4 3 10
## 496 29 2 2 20
## 497 8 3 2 2
## 498 4 3 2 4
## 499 17 3 2 7
## 500 10 1 3 3
## 501 31 0 2 10
## 502 6 4 3 4
## 503 19 3 3 9
## 504 10 1 3 10
## 505 26 2 4 20
## 506 12 2 3 7
## 507 1 2 3 1
## 508 14 5 3 4
## 509 13 2 3 9
## 510 23 0 3 22
## 511 10 1 3 10
## 512 13 2 3 6
## 513 10 3 2 5
## 514 15 1 3 15
## 515 3 3 2 3
## 516 13 3 3 4
## 517 1 2 3 1
## 518 7 6 2 5
## 519 10 6 3 9
## 520 5 3 3 4
## 521 6 3 3 5
## 522 1 3 3 1
## 523 25 2 3 1
## 524 31 5 3 31
## 525 7 6 3 1
## 526 30 2 3 15
## 527 9 3 4 5
## 528 6 2 2 6
## 529 6 3 3 6
## 530 7 2 3 5
## 531 20 4 2 19
## 532 15 5 3 1
## 533 10 3 3 10
## 534 9 6 3 5
## 535 7 4 2 7
## 536 7 3 4 5
## 537 10 2 3 1
## 538 4 5 3 3
## 539 6 4 3 5
## 540 9 3 4 6
## 541 10 4 2 10
## 542 14 1 3 10
## 543 1 2 2 1
## 544 14 3 3 1
## 545 6 3 3 6
## 546 10 3 3 10
## 547 29 3 2 26
## 548 10 6 3 1
## 549 19 2 3 10
## 550 6 3 3 6
## 551 22 3 3 22
## 552 6 6 3 5
## 553 10 2 2 10
## 554 13 2 2 0
## 555 5 5 1 3
## 556 17 3 2 3
## 557 19 3 3 1
## 558 6 3 3 6
## 559 10 3 2 9
## 560 8 3 3 8
## 561 13 3 2 8
## 562 23 3 3 2
## 563 4 2 3 2
## 564 13 2 4 11
## 565 7 2 3 2
## 566 6 2 3 4
## 567 9 5 3 6
## 568 10 4 3 10
## 569 10 6 3 5
## 570 22 2 3 12
## 571 14 3 3 5
## 572 1 3 2 1
## 573 7 2 3 7
## 574 10 5 3 10
## 575 6 5 4 5
## 576 7 2 4 7
## 577 20 3 2 1
## 578 7 5 3 5
## 579 10 2 1 9
## 580 6 2 3 6
## 581 7 6 2 3
## 582 16 2 3 1
## 583 15 2 3 1
## 584 8 2 3 8
## 585 9 5 4 4
## 586 15 2 4 7
## 587 17 3 3 13
## 588 10 4 3 5
## 589 8 6 3 3
## 590 4 3 3 2
## 591 4 2 2 4
## 592 16 2 4 15
## 593 5 3 4 3
## 594 10 3 2 9
## 595 18 2 3 18
## 596 9 5 3 9
## 597 16 2 3 13
## 598 20 3 3 1
## 599 6 0 3 6
## 600 6 2 2 2
## 601 1 2 3 1
## 602 9 3 2 6
## 603 9 4 2 8
## 604 10 5 3 10
## 605 2 3 3 2
## 606 32 3 3 5
## 607 20 2 2 4
## 608 8 3 3 8
## 609 8 2 3 7
## 610 3 2 2 2
## 611 10 0 3 9
## 612 10 3 3 8
## 613 13 3 4 9
## 614 1 3 4 1
## 615 10 2 4 8
## 616 15 3 4 15
## 617 8 5 3 5
## 618 9 2 2 4
## 619 9 5 3 7
## 620 1 3 3 1
## 621 1 5 3 1
## 622 20 3 4 19
## 623 10 2 3 4
## 624 9 2 3 9
## 625 8 2 2 0
## 626 5 2 3 5
## 627 5 3 3 5
## 628 12 3 3 11
## 629 23 4 3 3
## 630 9 3 4 8
## 631 19 2 4 5
## 632 14 3 2 14
## 633 19 1 3 1
## 634 7 2 3 1
## 635 10 1 2 1
## 636 2 2 4 2
## 637 23 3 3 22
## 638 9 2 2 8
## 639 6 3 3 6
## 640 5 3 3 4
## 641 1 2 3 1
## 642 15 3 3 7
## 643 31 3 4 9
## 644 5 2 3 5
## 645 5 2 1 1
## 646 15 2 2 12
## 647 0 0 3 0
## 648 3 3 4 3
## 649 16 2 3 15
## 650 10 3 1 4
## 651 3 3 3 3
## 652 12 3 3 11
## 653 20 3 2 18
## 654 15 3 1 0
## 655 4 3 3 2
## 656 5 3 3 5
## 657 16 5 1 10
## 658 26 2 3 14
## 659 8 3 3 5
## 660 6 3 3 6
## 661 10 2 3 10
## 662 14 3 3 7
## 663 13 5 2 10
## 664 3 4 2 3
## 665 10 2 3 9
## 666 10 5 4 3
## 667 11 5 3 11
## 668 8 2 3 4
## 669 10 3 3 10
## 670 36 2 3 10
## 671 16 3 4 5
## 672 6 5 3 6
## 673 5 5 3 4
## 674 10 3 2 10
## 675 5 0 3 3
## 676 26 2 3 11
## 677 10 2 3 9
## 678 10 2 4 10
## 679 18 3 3 4
## 680 13 2 4 7
## 681 5 1 4 5
## 682 8 1 3 3
## 683 10 2 2 3
## 684 12 2 1 5
## 685 5 2 1 5
## 686 13 6 4 13
## 687 9 1 3 8
## 688 7 3 3 3
## 689 1 3 2 1
## 690 13 3 3 11
## 691 10 2 3 6
## 692 10 2 2 10
## 693 14 6 3 1
## 694 3 4 3 1
## 695 6 2 2 6
## 696 3 3 2 3
## 697 23 3 3 2
## 698 16 3 4 13
## 699 0 2 4 0
## 700 25 2 3 4
## 701 1 3 3 1
## 702 6 3 2 6
## 703 16 6 2 13
## 704 6 3 3 5
## 705 7 2 2 2
## 706 16 3 3 14
## 707 14 2 2 7
## 708 8 3 3 3
## 709 5 3 3 5
## 710 31 3 3 31
## 711 9 2 3 9
## 712 32 3 2 1
## 713 7 4 2 1
## 714 16 2 3 13
## 715 10 1 3 10
## 716 1 2 3 1
## 717 10 3 3 10
## 718 10 4 4 8
## 719 13 2 4 11
## 720 10 3 2 9
## 721 10 2 3 10
## 722 9 2 2 4
## 723 10 2 3 4
## 724 15 2 2 14
## 725 8 3 3 0
## 726 5 3 3 4
## 727 10 3 3 5
## 728 5 4 4 5
## 729 1 3 1 1
## 730 3 2 3 2
## 731 4 2 4 1
## 732 12 3 2 1
## 733 1 2 3 1
## 734 6 2 3 4
## 735 1 4 1 1
## 736 9 5 2 8
## 737 21 2 2 20
## 738 13 2 3 6
## 739 5 3 3 5
## 740 9 3 3 3
## 741 6 3 3 2
## 742 10 3 2 5
## 743 10 2 3 10
## 744 3 3 1 3
## 745 6 3 2 5
## 746 2 3 3 1
## 747 4 3 3 2
## 748 14 3 3 13
## 749 6 2 4 6
## 750 4 2 4 3
## 751 2 3 3 2
## 752 3 2 4 3
## 753 32 3 3 30
## 754 14 2 3 8
## 755 16 5 1 4
## 756 9 5 3 5
## 757 10 2 1 10
## 758 20 0 2 3
## 759 7 5 2 0
## 760 26 2 3 24
## 761 3 5 3 0
## 762 26 3 2 26
## 763 19 4 3 19
## 764 19 3 3 18
## 765 4 1 1 3
## 766 10 3 3 10
## 767 10 3 3 10
## 768 20 2 3 1
## 769 12 3 2 6
## 770 15 2 3 15
## 771 9 6 2 7
## 772 24 2 3 24
## 773 20 1 3 19
## 774 2 0 2 1
## 775 24 3 1 20
## 776 2 3 3 2
## 777 6 3 4 5
## 778 1 3 3 1
## 779 7 5 3 7
## 780 4 3 4 2
## 781 4 5 2 4
## 782 20 4 3 20
## 783 7 4 4 4
## 784 10 3 2 10
## 785 4 3 1 1
## 786 9 3 4 3
## 787 15 2 3 2
## 788 11 3 2 8
## 789 34 2 3 1
## 790 2 3 2 2
## 791 10 3 3 3
## 792 9 3 3 3
## 793 10 6 4 5
## 794 17 2 3 17
## 795 7 0 3 7
## 796 10 3 3 10
## 797 21 2 3 20
## 798 1 6 3 1
## 799 1 2 4 1
## 800 13 3 3 5
## 801 10 3 3 5
## 802 10 2 4 6
## 803 21 3 3 21
## 804 9 2 3 8
## 805 17 3 4 3
## 806 15 1 3 12
## 807 6 3 2 3
## 808 2 6 3 2
## 809 10 2 2 10
## 810 6 3 2 5
## 811 12 4 3 12
## 812 7 2 2 3
## 813 5 2 4 5
## 814 27 2 3 5
## 815 3 3 3 2
## 816 15 5 3 14
## 817 12 4 2 0
## 818 14 3 4 13
## 819 6 3 3 5
## 820 6 0 3 2
## 821 6 3 3 3
## 822 10 2 3 3
## 823 8 2 3 8
## 824 2 5 2 2
## 825 7 2 3 3
## 826 23 0 3 2
## 827 10 2 3 1
## 828 4 3 3 3
## 829 9 4 2 6
## 830 32 2 3 32
## 831 9 2 3 9
## 832 0 2 2 0
## 833 6 2 3 6
## 834 1 4 3 1
## 835 34 3 3 33
## 836 9 6 3 9
## 837 8 2 3 6
## 838 10 3 3 10
## 839 28 4 3 22
## 840 29 3 3 22
## 841 0 2 3 0
## 842 10 3 2 10
## 843 31 3 3 9
## 844 10 0 2 9
## 845 6 3 3 2
## 846 10 2 3 10
## 847 1 3 3 1
## 848 19 5 2 18
## 849 8 6 3 6
## 850 8 3 3 7
## 851 4 2 3 2
## 852 10 5 3 10
## 853 10 3 3 9
## 854 9 2 3 8
## 855 4 2 3 3
## 856 1 3 3 1
## 857 8 5 3 5
## 858 10 2 3 10
## 859 7 2 3 5
## 860 10 2 3 10
## 861 8 6 2 7
## 862 23 3 4 21
## 863 9 3 2 5
## 864 28 2 2 22
## 865 10 4 4 3
## 866 11 2 3 10
## 867 4 2 3 3
## 868 11 4 2 5
## 869 7 2 2 3
## 870 10 5 3 6
## YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
## 1 2 0 3
## 2 7 4 9
## 3 2 2 2
## 4 10 5 7
## 5 3 1 3
## 6 7 1 7
## 7 2 0 3
## 8 0 0 0
## 9 1 0 0
## 10 2 7 7
## 11 12 6 14
## 12 2 2 2
## 13 5 1 6
## 14 0 0 0
## 15 6 5 7
## 16 8 0 0
## 17 7 6 3
## 18 0 0 0
## 19 0 1 2
## 20 0 2 2
## 21 2 0 2
## 22 2 2 2
## 23 7 4 7
## 24 2 0 3
## 25 0 1 4
## 26 9 3 10
## 27 8 7 7
## 28 2 0 3
## 29 2 2 2
## 30 3 1 2
## 31 7 0 7
## 32 11 2 13
## 33 7 7 7
## 34 0 1 7
## 35 0 0 0
## 36 1 0 3
## 37 12 6 0
## 38 2 2 2
## 39 3 7 7
## 40 2 2 2
## 41 9 14 14
## 42 7 3 1
## 43 2 2 2
## 44 0 0 1
## 45 0 0 1
## 46 9 5 8
## 47 0 0 0
## 48 7 2 7
## 49 0 0 0
## 50 2 2 2
## 51 0 0 0
## 52 8 1 5
## 53 5 7 7
## 54 7 0 8
## 55 7 1 8
## 56 3 0 4
## 57 2 2 2
## 58 9 1 5
## 59 2 0 2
## 60 0 1 0
## 61 7 3 7
## 62 7 1 7
## 63 2 1 2
## 64 0 0 0
## 65 0 0 0
## 66 2 0 5
## 67 11 11 8
## 68 2 1 4
## 69 2 1 2
## 70 12 5 7
## 71 3 1 0
## 72 4 1 3
## 73 0 0 1
## 74 0 0 0
## 75 7 7 7
## 76 8 3 7
## 77 9 8 6
## 78 0 0 12
## 79 7 12 8
## 80 0 0 0
## 81 0 0 0
## 82 7 0 7
## 83 3 7 7
## 84 7 6 7
## 85 14 5 12
## 86 3 4 3
## 87 7 1 7
## 88 2 0 2
## 89 8 1 7
## 90 2 2 1
## 91 0 0 0
## 92 8 3 10
## 93 0 0 0
## 94 2 0 4
## 95 4 4 4
## 96 16 11 6
## 97 12 5 1
## 98 0 0 0
## 99 2 0 2
## 100 4 0 2
## 101 0 1 4
## 102 7 9 9
## 103 2 1 2
## 104 2 0 2
## 105 8 8 8
## 106 7 0 7
## 107 7 0 9
## 108 9 1 4
## 109 7 3 7
## 110 2 1 2
## 111 1 0 2
## 112 8 7 8
## 113 6 4 0
## 114 0 0 0
## 115 7 1 7
## 116 0 0 9
## 117 3 1 1
## 118 3 0 3
## 119 8 1 8
## 120 11 4 11
## 121 7 0 5
## 122 2 1 2
## 123 4 0 2
## 124 7 0 5
## 125 7 0 9
## 126 8 0 9
## 127 2 6 7
## 128 8 3 8
## 129 7 1 8
## 130 17 2 8
## 131 0 0 9
## 132 1 0 4
## 133 5 0 4
## 134 4 1 0
## 135 7 0 0
## 136 7 3 7
## 137 0 0 0
## 138 7 0 8
## 139 2 2 2
## 140 3 1 3
## 141 16 15 9
## 142 2 2 2
## 143 7 0 7
## 144 4 0 1
## 145 11 11 8
## 146 3 0 2
## 147 7 1 6
## 148 2 2 2
## 149 3 1 2
## 150 3 0 0
## 151 1 1 2
## 152 7 0 8
## 153 8 4 8
## 154 2 1 2
## 155 0 1 0
## 156 2 2 2
## 157 8 5 10
## 158 7 11 5
## 159 7 0 1
## 160 0 0 0
## 161 8 3 0
## 162 7 1 9
## 163 0 1 2
## 164 2 0 2
## 165 9 6 9
## 166 2 0 2
## 167 2 1 2
## 168 1 0 5
## 169 9 6 9
## 170 5 1 7
## 171 7 7 7
## 172 7 1 7
## 173 2 1 2
## 174 8 0 8
## 175 13 15 2
## 176 2 2 2
## 177 2 1 4
## 178 2 1 2
## 179 8 3 7
## 180 3 0 7
## 181 7 6 4
## 182 7 1 7
## 183 2 1 2
## 184 0 2 2
## 185 3 0 7
## 186 2 0 4
## 187 7 0 7
## 188 2 1 2
## 189 4 1 6
## 190 4 0 4
## 191 8 1 9
## 192 2 2 2
## 193 7 0 8
## 194 7 6 7
## 195 3 1 1
## 196 0 0 0
## 197 2 0 3
## 198 8 2 3
## 199 6 5 17
## 200 0 0 0
## 201 0 0 0
## 202 4 0 9
## 203 13 6 8
## 204 7 3 7
## 205 3 1 2
## 206 7 7 1
## 207 3 1 3
## 208 0 0 0
## 209 2 2 2
## 210 7 0 7
## 211 7 0 10
## 212 0 0 0
## 213 0 0 0
## 214 3 0 2
## 215 2 1 1
## 216 1 1 2
## 217 0 0 0
## 218 17 4 7
## 219 4 0 4
## 220 5 2 2
## 221 5 1 4
## 222 1 0 0
## 223 5 1 2
## 224 0 0 0
## 225 2 0 3
## 226 8 1 7
## 227 0 0 0
## 228 2 2 2
## 229 2 0 2
## 230 11 2 12
## 231 7 3 9
## 232 2 2 2
## 233 5 14 10
## 234 2 0 5
## 235 12 4 12
## 236 1 11 7
## 237 6 4 14
## 238 4 0 5
## 239 0 1 2
## 240 11 1 11
## 241 9 5 8
## 242 0 0 0
## 243 4 0 4
## 244 2 2 2
## 245 7 1 2
## 246 3 0 3
## 247 9 4 10
## 248 2 2 2
## 249 2 3 3
## 250 16 11 8
## 251 1 0 0
## 252 7 0 7
## 253 0 0 0
## 254 0 0 0
## 255 8 4 8
## 256 2 1 2
## 257 2 2 2
## 258 2 0 2
## 259 3 1 0
## 260 2 0 2
## 261 0 0 0
## 262 7 0 7
## 263 4 0 4
## 264 1 0 2
## 265 3 1 2
## 266 4 0 3
## 267 8 6 9
## 268 0 0 0
## 269 7 2 8
## 270 2 0 2
## 271 7 5 7
## 272 8 7 9
## 273 8 5 8
## 274 2 0 2
## 275 15 2 15
## 276 2 4 2
## 277 1 1 2
## 278 7 1 7
## 279 4 0 3
## 280 2 1 2
## 281 9 8 8
## 282 13 2 17
## 283 3 0 3
## 284 7 1 7
## 285 6 5 0
## 286 14 5 7
## 287 0 0 0
## 288 2 1 2
## 289 7 2 8
## 290 2 0 2
## 291 3 0 2
## 292 8 0 8
## 293 7 0 3
## 294 8 5 12
## 295 7 7 7
## 296 2 2 2
## 297 9 1 9
## 298 7 0 6
## 299 2 1 2
## 300 2 2 2
## 301 8 5 3
## 302 8 1 8
## 303 2 1 2
## 304 7 0 8
## 305 0 0 0
## 306 2 3 4
## 307 0 0 0
## 308 0 0 0
## 309 7 6 7
## 310 2 1 2
## 311 2 2 1
## 312 6 5 13
## 313 2 7 7
## 314 0 0 0
## 315 2 2 2
## 316 0 0 7
## 317 3 1 2
## 318 3 1 2
## 319 4 1 4
## 320 0 0 1
## 321 0 0 2
## 322 9 8 8
## 323 4 0 3
## 324 13 1 7
## 325 6 11 8
## 326 1 0 0
## 327 7 1 10
## 328 3 1 2
## 329 11 0 7
## 330 7 0 9
## 331 7 0 0
## 332 8 9 8
## 333 3 2 3
## 334 7 0 7
## 335 2 2 2
## 336 7 3 8
## 337 2 0 2
## 338 2 0 4
## 339 0 0 0
## 340 0 0 0
## 341 1 0 0
## 342 2 2 2
## 343 2 1 2
## 344 0 0 0
## 345 3 0 3
## 346 8 11 10
## 347 2 0 2
## 348 5 1 4
## 349 0 0 0
## 350 7 1 1
## 351 7 5 7
## 352 7 7 7
## 353 1 0 0
## 354 2 2 2
## 355 14 13 5
## 356 9 3 12
## 357 4 4 3
## 358 2 1 1
## 359 8 7 8
## 360 13 10 11
## 361 18 11 9
## 362 0 0 0
## 363 14 6 9
## 364 7 3 9
## 365 9 9 11
## 366 7 7 7
## 367 8 5 10
## 368 4 7 1
## 369 2 2 2
## 370 7 0 7
## 371 3 0 3
## 372 8 7 8
## 373 9 9 11
## 374 4 7 7
## 375 2 0 2
## 376 6 13 9
## 377 13 15 14
## 378 0 0 0
## 379 4 1 3
## 380 2 0 1
## 381 2 1 1
## 382 7 5 7
## 383 2 2 2
## 384 0 0 0
## 385 0 2 7
## 386 12 5 11
## 387 7 0 8
## 388 2 1 2
## 389 7 6 7
## 390 2 1 2
## 391 2 1 2
## 392 2 0 0
## 393 2 2 3
## 394 13 13 11
## 395 1 2 2
## 396 2 2 2
## 397 2 0 1
## 398 2 2 2
## 399 12 1 9
## 400 2 2 2
## 401 4 0 2
## 402 3 0 2
## 403 2 2 0
## 404 2 0 2
## 405 5 1 1
## 406 0 0 0
## 407 7 5 7
## 408 7 1 7
## 409 8 3 7
## 410 1 1 0
## 411 4 0 3
## 412 8 8 7
## 413 0 0 0
## 414 0 0 0
## 415 2 1 0
## 416 7 1 7
## 417 7 6 7
## 418 0 0 0
## 419 8 3 11
## 420 2 0 7
## 421 2 1 3
## 422 11 10 7
## 423 7 7 7
## 424 0 0 0
## 425 3 0 4
## 426 0 0 0
## 427 0 0 0
## 428 2 1 0
## 429 2 1 2
## 430 9 5 9
## 431 4 0 4
## 432 2 0 0
## 433 3 1 3
## 434 0 0 0
## 435 0 0 0
## 436 7 0 7
## 437 2 2 1
## 438 7 7 6
## 439 2 0 2
## 440 7 1 8
## 441 7 0 7
## 442 3 1 2
## 443 0 0 0
## 444 2 2 2
## 445 1 2 2
## 446 5 1 2
## 447 11 2 9
## 448 0 0 0
## 449 3 9 9
## 450 7 4 5
## 451 7 8 1
## 452 2 1 3
## 453 7 7 7
## 454 4 0 9
## 455 2 0 2
## 456 8 12 8
## 457 0 0 2
## 458 7 1 0
## 459 2 1 0
## 460 4 1 8
## 461 2 2 0
## 462 3 1 3
## 463 2 2 1
## 464 4 1 4
## 465 0 0 0
## 466 2 1 2
## 467 2 1 2
## 468 0 0 0
## 469 2 2 2
## 470 2 1 3
## 471 3 1 2
## 472 0 1 0
## 473 0 0 0
## 474 5 0 3
## 475 2 2 2
## 476 6 0 8
## 477 0 0 0
## 478 0 0 0
## 479 4 0 4
## 480 11 6 8
## 481 3 0 2
## 482 4 0 2
## 483 10 6 11
## 484 2 2 2
## 485 10 15 6
## 486 4 0 5
## 487 0 0 0
## 488 2 4 3
## 489 0 0 0
## 490 1 4 3
## 491 2 1 2
## 492 2 1 2
## 493 2 1 4
## 494 8 3 3
## 495 9 1 7
## 496 6 4 17
## 497 2 0 2
## 498 2 1 2
## 499 7 7 7
## 500 2 1 2
## 501 9 5 9
## 502 2 0 3
## 503 7 7 7
## 504 9 8 8
## 505 17 5 6
## 506 1 2 5
## 507 0 0 0
## 508 2 3 2
## 509 8 5 8
## 510 15 15 8
## 511 7 1 9
## 512 4 0 5
## 513 2 1 3
## 514 14 8 12
## 515 2 2 2
## 516 1 1 2
## 517 0 0 0
## 518 3 0 4
## 519 2 6 7
## 520 2 1 0
## 521 2 1 3
## 522 1 0 0
## 523 0 0 0
## 524 9 0 9
## 525 0 0 0
## 526 7 6 12
## 527 4 0 3
## 528 5 0 1
## 529 4 0 4
## 530 4 4 3
## 531 9 1 9
## 532 0 0 0
## 533 7 0 7
## 534 1 1 2
## 535 7 0 7
## 536 4 2 2
## 537 0 0 0
## 538 2 1 0
## 539 3 1 4
## 540 4 1 5
## 541 7 8 9
## 542 8 7 6
## 543 1 0 1
## 544 0 0 0
## 545 5 1 3
## 546 9 8 7
## 547 9 1 7
## 548 0 0 0
## 549 8 0 1
## 550 3 0 4
## 551 7 2 10
## 552 1 0 4
## 553 1 0 8
## 554 0 0 0
## 555 2 0 2
## 556 0 1 0
## 557 0 0 0
## 558 5 1 3
## 559 8 7 8
## 560 7 7 7
## 561 7 7 2
## 562 2 2 2
## 563 2 2 2
## 564 7 4 8
## 565 2 0 2
## 566 3 1 2
## 567 2 0 4
## 568 8 6 7
## 569 4 0 3
## 570 11 1 5
## 571 4 1 4
## 572 0 0 0
## 573 7 0 7
## 574 8 4 8
## 575 3 1 4
## 576 5 0 7
## 577 0 0 0
## 578 2 0 3
## 579 2 3 8
## 580 0 1 0
## 581 2 1 2
## 582 0 0 0
## 583 0 1 0
## 584 7 7 5
## 585 2 1 3
## 586 2 3 7
## 587 11 1 9
## 588 3 0 3
## 589 2 0 2
## 590 2 2 2
## 591 2 1 3
## 592 9 10 10
## 593 2 1 2
## 594 6 1 4
## 595 15 14 12
## 596 8 0 8
## 597 10 4 8
## 598 0 0 0
## 599 2 0 3
## 600 0 2 0
## 601 0 0 0
## 602 5 1 2
## 603 7 1 7
## 604 8 0 8
## 605 2 2 2
## 606 1 1 3
## 607 3 1 3
## 608 0 7 7
## 609 7 0 7
## 610 2 2 2
## 611 7 0 0
## 612 7 0 7
## 613 7 1 7
## 614 0 0 0
## 615 4 7 7
## 616 10 4 13
## 617 4 0 2
## 618 3 1 3
## 619 7 1 7
## 620 0 0 0
## 621 0 1 0
## 622 10 2 7
## 623 2 1 3
## 624 0 1 7
## 625 0 0 0
## 626 3 0 3
## 627 4 0 3
## 628 10 2 9
## 629 2 1 2
## 630 7 7 7
## 631 2 0 4
## 632 8 2 1
## 633 0 0 0
## 634 0 0 0
## 635 0 0 0
## 636 2 2 2
## 637 6 13 7
## 638 7 1 1
## 639 5 1 4
## 640 3 0 2
## 641 0 0 0
## 642 4 7 7
## 643 7 6 2
## 644 2 3 0
## 645 0 0 0
## 646 11 2 11
## 647 0 0 0
## 648 2 0 2
## 649 13 2 8
## 650 2 0 3
## 651 0 1 2
## 652 7 1 9
## 653 7 2 13
## 654 0 0 0
## 655 2 1 2
## 656 3 3 3
## 657 9 4 7
## 658 9 1 12
## 659 4 1 2
## 660 5 0 3
## 661 8 4 7
## 662 3 5 7
## 663 6 0 3
## 664 2 1 2
## 665 5 8 7
## 666 2 0 2
## 667 10 4 1
## 668 3 1 3
## 669 4 1 1
## 670 9 0 9
## 671 2 0 2
## 672 2 0 4
## 673 2 1 3
## 674 2 7 8
## 675 2 0 2
## 676 4 0 8
## 677 7 0 5
## 678 9 9 4
## 679 2 0 2
## 680 7 5 2
## 681 2 0 3
## 682 2 1 2
## 683 2 0 2
## 684 3 1 4
## 685 2 0 2
## 686 8 0 8
## 687 7 7 7
## 688 2 1 1
## 689 0 1 0
## 690 10 3 8
## 691 3 1 2
## 692 7 9 9
## 693 0 0 0
## 694 0 0 0
## 695 3 1 3
## 696 2 1 2
## 697 2 2 2
## 698 11 3 7
## 699 0 0 0
## 700 2 0 3
## 701 0 0 0
## 702 5 1 3
## 703 2 4 12
## 704 1 1 4
## 705 2 2 2
## 706 3 1 10
## 707 1 1 7
## 708 2 0 2
## 709 4 0 4
## 710 6 14 7
## 711 1 0 8
## 712 0 0 0
## 713 0 0 0
## 714 9 1 12
## 715 7 0 9
## 716 0 0 0
## 717 3 1 4
## 718 7 1 7
## 719 9 6 7
## 720 7 1 7
## 721 7 7 8
## 722 3 0 2
## 723 3 1 3
## 724 8 7 8
## 725 0 0 0
## 726 2 1 2
## 727 4 0 0
## 728 3 2 0
## 729 0 0 0
## 730 1 2 1
## 731 0 0 0
## 732 0 0 0
## 733 0 0 0
## 734 2 1 2
## 735 0 0 0
## 736 7 0 7
## 737 9 9 6
## 738 1 0 5
## 739 2 1 0
## 740 2 0 2
## 741 2 2 2
## 742 4 0 1
## 743 8 3 7
## 744 2 1 2
## 745 3 0 4
## 746 1 0 0
## 747 2 2 0
## 748 9 4 9
## 749 2 1 2
## 750 1 0 2
## 751 2 0 2
## 752 2 2 2
## 753 8 12 13
## 754 7 0 7
## 755 3 0 3
## 756 2 1 4
## 757 6 0 7
## 758 2 1 2
## 759 0 0 0
## 760 10 1 11
## 761 0 0 0
## 762 14 3 0
## 763 2 11 9
## 764 7 0 13
## 765 2 0 2
## 766 7 1 4
## 767 6 0 8
## 768 0 0 1
## 769 3 1 4
## 770 10 4 12
## 771 7 0 1
## 772 13 15 7
## 773 6 11 8
## 774 0 0 0
## 775 8 13 9
## 776 2 0 2
## 777 3 1 3
## 778 0 0 0
## 779 7 5 7
## 780 2 2 2
## 781 3 0 2
## 782 7 11 10
## 783 3 0 3
## 784 7 0 1
## 785 0 0 0
## 786 2 1 0
## 787 2 2 2
## 788 2 7 7
## 789 0 0 0
## 790 2 2 1
## 791 2 1 2
## 792 2 1 2
## 793 4 0 2
## 794 14 12 8
## 795 7 1 7
## 796 8 9 7
## 797 7 4 10
## 798 0 0 0
## 799 1 0 0
## 800 4 0 4
## 801 3 1 3
## 802 5 0 5
## 803 9 11 10
## 804 7 4 7
## 805 2 1 2
## 806 8 5 7
## 807 2 1 2
## 808 2 2 2
## 809 0 0 8
## 810 2 1 1
## 811 9 6 10
## 812 2 0 2
## 813 2 0 3
## 814 2 1 0
## 815 2 1 2
## 816 10 4 10
## 817 0 0 0
## 818 9 3 7
## 819 3 1 2
## 820 0 2 2
## 821 2 0 2
## 822 2 0 2
## 823 7 1 7
## 824 2 2 2
## 825 2 1 1
## 826 2 2 2
## 827 0 0 0
## 828 2 0 2
## 829 1 0 5
## 830 5 10 7
## 831 8 0 8
## 832 0 0 0
## 833 5 3 3
## 834 1 0 0
## 835 9 15 0
## 836 5 7 7
## 837 4 1 3
## 838 7 5 7
## 839 11 14 10
## 840 10 12 9
## 841 0 0 0
## 842 9 0 9
## 843 8 0 0
## 844 7 1 6
## 845 2 2 2
## 846 0 1 8
## 847 0 0 0
## 848 10 3 7
## 849 4 1 0
## 850 7 7 7
## 851 2 2 2
## 852 0 1 8
## 853 5 0 8
## 854 3 0 7
## 855 2 0 2
## 856 0 0 0
## 857 2 0 4
## 858 9 8 9
## 859 0 1 4
## 860 7 0 5
## 861 0 7 7
## 862 7 15 17
## 863 2 0 4
## 864 2 11 13
## 865 1 1 2
## 866 9 0 8
## 867 2 2 2
## 868 4 1 2
## 869 2 0 2
## 870 2 1 2noAttritionDataframe## ID Age BusinessTravel DailyRate Department
## 1 1171 35 Travel_Rarely 750 Research & Development
## 2 1172 33 Travel_Rarely 147 Human Resources
## 3 1173 26 Travel_Rarely 1330 Research & Development
## 4 1174 55 Travel_Rarely 1311 Research & Development
## 5 1175 29 Travel_Rarely 1246 Sales
## 6 1176 51 Travel_Frequently 1456 Research & Development
## 7 1177 52 Non-Travel 585 Sales
## 8 1178 39 Travel_Rarely 1387 Research & Development
## 9 1179 31 Travel_Rarely 1062 Research & Development
## 10 1180 31 Travel_Frequently 534 Research & Development
## 11 1181 40 Travel_Frequently 1469 Research & Development
## 12 1182 31 Travel_Rarely 1082 Research & Development
## 13 1183 33 Non-Travel 775 Research & Development
## 14 1184 50 Travel_Rarely 691 Research & Development
## 15 1185 33 Travel_Rarely 516 Research & Development
## 16 1186 42 Non-Travel 335 Research & Development
## 17 1187 33 Travel_Rarely 575 Research & Development
## 18 1188 29 Travel_Rarely 694 Research & Development
## 19 1189 55 Travel_Rarely 436 Sales
## 20 1190 49 Travel_Rarely 1184 Sales
## 21 1191 32 Travel_Rarely 267 Research & Development
## 22 1192 50 Travel_Rarely 1126 Research & Development
## 23 1193 54 Travel_Rarely 157 Research & Development
## 24 1194 24 Travel_Frequently 897 Human Resources
## 25 1195 45 Travel_Rarely 1038 Research & Development
## 26 1196 36 Non-Travel 635 Sales
## 27 1197 41 Non-Travel 552 Human Resources
## 28 1198 21 Travel_Rarely 1343 Sales
## 29 1199 36 Travel_Rarely 335 Sales
## 30 1200 30 Travel_Frequently 109 Research & Development
## 31 1201 35 Travel_Frequently 146 Research & Development
## 32 1202 46 Travel_Rarely 717 Research & Development
## 33 1203 39 Travel_Rarely 903 Sales
## 34 1204 35 Travel_Rarely 185 Research & Development
## 35 1205 21 Travel_Rarely 1334 Research & Development
## 36 1206 30 Travel_Rarely 1358 Sales
## 37 1207 42 Travel_Frequently 555 Sales
## 38 1208 45 Travel_Frequently 1297 Research & Development
## 39 1209 39 Travel_Frequently 672 Research & Development
## 40 1210 48 Travel_Rarely 715 Research & Development
## 41 1211 38 Travel_Rarely 364 Research & Development
## 42 1212 21 Travel_Rarely 546 Research & Development
## 43 1213 55 Travel_Rarely 836 Research & Development
## 44 1214 59 Travel_Rarely 1429 Research & Development
## 45 1215 58 Travel_Rarely 1145 Research & Development
## 46 1216 49 Travel_Frequently 1064 Research & Development
## 47 1217 52 Travel_Rarely 1490 Research & Development
## 48 1218 37 Travel_Rarely 589 Sales
## 49 1219 37 Non-Travel 1413 Research & Development
## 50 1220 26 Travel_Frequently 921 Research & Development
## 51 1221 52 Travel_Rarely 621 Sales
## 52 1222 33 Travel_Frequently 1392 Research & Development
## 53 1223 32 Non-Travel 300 Research & Development
## 54 1224 51 Travel_Rarely 1178 Sales
## 55 1225 39 Travel_Rarely 1329 Sales
## 56 1226 39 Travel_Frequently 1218 Research & Development
## 57 1227 33 Travel_Rarely 527 Research & Development
## 58 1228 30 Non-Travel 1400 Research & Development
## 59 1229 30 Travel_Rarely 979 Sales
## 60 1230 44 Travel_Rarely 986 Research & Development
## 61 1231 40 Travel_Rarely 1398 Sales
## 62 1232 31 Travel_Rarely 741 Research & Development
## 63 1233 20 Travel_Rarely 1097 Research & Development
## 64 1234 42 Travel_Frequently 481 Sales
## 65 1235 32 Travel_Rarely 495 Research & Development
## 66 1236 33 Travel_Rarely 118 Sales
## 67 1237 53 Travel_Rarely 102 Research & Development
## 68 1238 33 Travel_Frequently 1111 Sales
## 69 1239 24 Travel_Frequently 535 Sales
## 70 1240 42 Travel_Rarely 603 Research & Development
## 71 1241 35 Travel_Rarely 755 Research & Development
## 72 1242 44 Travel_Rarely 200 Research & Development
## 73 1243 54 Travel_Rarely 376 Research & Development
## 74 1244 37 Travel_Rarely 783 Research & Development
## 75 1245 43 Travel_Frequently 422 Research & Development
## 76 1246 28 Travel_Rarely 640 Research & Development
## 77 1247 57 Travel_Rarely 593 Research & Development
## 78 1248 30 Travel_Frequently 1312 Research & Development
## 79 1249 36 Travel_Frequently 469 Research & Development
## 80 1250 36 Travel_Rarely 1041 Human Resources
## 81 1251 34 Travel_Rarely 285 Research & Development
## 82 1252 34 Travel_Rarely 216 Sales
## 83 1253 41 Travel_Rarely 1411 Research & Development
## 84 1254 34 Travel_Frequently 648 Human Resources
## 85 1255 55 Travel_Rarely 147 Research & Development
## 86 1256 52 Travel_Frequently 322 Research & Development
## 87 1257 34 Travel_Rarely 419 Research & Development
## 88 1258 52 Non-Travel 771 Sales
## 89 1259 49 Travel_Rarely 1261 Research & Development
## 90 1260 26 Travel_Rarely 1146 Sales
## 91 1261 44 Travel_Rarely 921 Research & Development
## 92 1262 39 Non-Travel 792 Research & Development
## 93 1263 27 Travel_Rarely 1054 Research & Development
## 94 1264 50 Travel_Frequently 1115 Research & Development
## 95 1265 40 Travel_Rarely 118 Sales
## 96 1266 39 Travel_Frequently 766 Sales
## 97 1267 60 Travel_Rarely 370 Research & Development
## 98 1268 39 Travel_Rarely 867 Research & Development
## 99 1269 29 Travel_Rarely 992 Research & Development
## 100 1270 31 Travel_Rarely 202 Research & Development
## 101 1271 41 Travel_Rarely 896 Sales
## 102 1272 30 Non-Travel 829 Research & Development
## 103 1273 25 Travel_Rarely 1219 Research & Development
## 104 1274 53 Travel_Rarely 1070 Research & Development
## 105 1275 30 Travel_Frequently 448 Sales
## 106 1276 26 Travel_Rarely 1066 Research & Development
## 107 1277 36 Travel_Frequently 1302 Research & Development
## 108 1278 31 Travel_Rarely 1079 Sales
## 109 1279 37 Travel_Rarely 807 Human Resources
## 110 1280 54 Non-Travel 142 Human Resources
## 111 1281 35 Travel_Frequently 662 Sales
## 112 1282 35 Travel_Rarely 1296 Research & Development
## 113 1283 37 Travel_Rarely 367 Research & Development
## 114 1284 38 Travel_Rarely 1084 Research & Development
## 115 1285 58 Travel_Rarely 605 Sales
## 116 1286 43 Travel_Frequently 775 Sales
## 117 1287 30 Travel_Rarely 1465 Research & Development
## 118 1288 29 Travel_Rarely 121 Sales
## 119 1289 24 Non-Travel 1092 Research & Development
## 120 1290 58 Travel_Rarely 682 Sales
## 121 1291 38 Travel_Rarely 1321 Sales
## 122 1292 52 Travel_Rarely 319 Research & Development
## 123 1293 50 Travel_Rarely 264 Sales
## 124 1294 36 Travel_Frequently 884 Research & Development
## 125 1295 36 Travel_Frequently 607 Sales
## 126 1296 53 Travel_Rarely 868 Sales
## 127 1297 29 Travel_Rarely 1396 Sales
## 128 1298 50 Travel_Rarely 1099 Research & Development
## 129 1299 54 Travel_Rarely 821 Research & Development
## 130 1300 36 Non-Travel 894 Research & Development
## 131 1301 56 Travel_Rarely 310 Research & Development
## 132 1302 44 Travel_Rarely 136 Research & Development
## 133 1303 49 Travel_Rarely 1091 Research & Development
## 134 1304 32 Travel_Rarely 414 Sales
## 135 1305 55 Travel_Rarely 111 Sales
## 136 1306 35 Travel_Rarely 1315 Research & Development
## 137 1307 36 Travel_Rarely 1425 Research & Development
## 138 1308 42 Travel_Rarely 1210 Research & Development
## 139 1309 27 Non-Travel 1277 Research & Development
## 140 1310 46 Non-Travel 849 Sales
## 141 1311 45 Travel_Rarely 194 Research & Development
## 142 1312 42 Travel_Frequently 570 Research & Development
## 143 1313 40 Travel_Rarely 448 Research & Development
## 144 1314 32 Travel_Rarely 120 Research & Development
## 145 1315 45 Travel_Rarely 538 Research & Development
## 146 1316 41 Travel_Frequently 143 Sales
## 147 1317 42 Travel_Rarely 188 Research & Development
## 148 1318 31 Travel_Frequently 667 Sales
## 149 1319 28 Travel_Rarely 1117 Research & Development
## 150 1320 55 Travel_Rarely 685 Sales
## 151 1321 33 Travel_Rarely 832 Research & Development
## 152 1322 53 Travel_Rarely 346 Research & Development
## 153 1323 40 Travel_Frequently 530 Research & Development
## 154 1324 30 Travel_Rarely 1092 Research & Development
## 155 1325 40 Travel_Rarely 804 Research & Development
## 156 1326 31 Travel_Rarely 329 Research & Development
## 157 1327 34 Non-Travel 999 Research & Development
## 158 1328 40 Travel_Rarely 299 Sales
## 159 1329 21 Travel_Rarely 391 Research & Development
## 160 1330 35 Non-Travel 1097 Research & Development
## 161 1331 40 Travel_Rarely 369 Research & Development
## 162 1332 28 Travel_Rarely 1083 Research & Development
## 163 1333 34 Travel_Rarely 699 Research & Development
## 164 1334 29 Travel_Rarely 806 Research & Development
## 165 1335 42 Travel_Rarely 1265 Research & Development
## 166 1336 29 Travel_Rarely 1283 Research & Development
## 167 1337 51 Travel_Frequently 237 Sales
## 168 1338 27 Non-Travel 210 Sales
## 169 1339 50 Travel_Rarely 1207 Research & Development
## 170 1340 35 Travel_Rarely 195 Sales
## 171 1341 25 Travel_Rarely 180 Research & Development
## 172 1342 44 Travel_Rarely 935 Research & Development
## 173 1343 27 Travel_Rarely 975 Research & Development
## 174 1344 38 Travel_Rarely 1380 Research & Development
## 175 1345 27 Travel_Rarely 1469 Research & Development
## 176 1346 49 Travel_Frequently 279 Research & Development
## 177 1347 49 Travel_Rarely 1418 Research & Development
## 178 1348 35 Travel_Rarely 1349 Research & Development
## 179 1349 44 Travel_Rarely 1315 Research & Development
## 180 1350 44 Travel_Rarely 1448 Sales
## 181 1351 26 Travel_Frequently 575 Research & Development
## 182 1352 43 Travel_Rarely 1273 Research & Development
## 183 1353 50 Travel_Rarely 328 Research & Development
## 184 1354 41 Travel_Rarely 930 Sales
## 185 1355 43 Travel_Rarely 982 Research & Development
## 186 1356 53 Travel_Rarely 238 Sales
## 187 1357 45 Travel_Rarely 1005 Research & Development
## 188 1358 20 Travel_Rarely 805 Research & Development
## 189 1359 54 Travel_Frequently 966 Research & Development
## 190 1360 39 Travel_Rarely 524 Research & Development
## 191 1361 30 Travel_Rarely 1334 Sales
## 192 1362 39 Travel_Rarely 170 Research & Development
## 193 1363 35 Travel_Rarely 819 Research & Development
## 194 1364 38 Travel_Frequently 1186 Research & Development
## 195 1365 25 Travel_Rarely 622 Sales
## 196 1366 29 Travel_Rarely 738 Research & Development
## 197 1367 34 Travel_Frequently 988 Human Resources
## 198 1368 31 Non-Travel 979 Research & Development
## 199 1369 51 Travel_Rarely 770 Human Resources
## 200 1370 54 Travel_Rarely 155 Research & Development
## 201 1371 41 Travel_Frequently 840 Research & Development
## 202 1372 28 Travel_Rarely 1181 Research & Development
## 203 1373 39 Travel_Rarely 1431 Research & Development
## 204 1374 36 Travel_Rarely 363 Research & Development
## 205 1375 53 Non-Travel 661 Research & Development
## 206 1376 31 Travel_Rarely 140 Research & Development
## 207 1377 28 Travel_Rarely 304 Sales
## 208 1378 33 Non-Travel 1283 Sales
## 209 1379 38 Travel_Rarely 437 Sales
## 210 1380 50 Travel_Rarely 854 Sales
## 211 1381 26 Travel_Frequently 575 Research & Development
## 212 1382 45 Travel_Rarely 549 Research & Development
## 213 1383 38 Travel_Frequently 240 Research & Development
## 214 1384 32 Travel_Rarely 638 Research & Development
## 215 1385 42 Travel_Rarely 201 Research & Development
## 216 1386 34 Travel_Rarely 1440 Sales
## 217 1387 29 Travel_Rarely 598 Research & Development
## 218 1388 31 Travel_Rarely 330 Research & Development
## 219 1389 23 Travel_Rarely 1309 Research & Development
## 220 1390 36 Non-Travel 217 Research & Development
## 221 1391 30 Travel_Rarely 570 Sales
## 222 1392 29 Travel_Rarely 1090 Sales
## 223 1393 42 Travel_Rarely 532 Research & Development
## 224 1394 51 Travel_Rarely 684 Research & Development
## 225 1395 22 Travel_Rarely 1230 Research & Development
## 226 1396 35 Travel_Rarely 1276 Research & Development
## 227 1397 35 Travel_Frequently 482 Research & Development
## 228 1398 35 Travel_Frequently 1199 Research & Development
## 229 1399 40 Travel_Rarely 1124 Sales
## 230 1400 37 Travel_Rarely 1107 Research & Development
## 231 1401 35 Travel_Rarely 104 Research & Development
## 232 1402 25 Travel_Rarely 141 Sales
## 233 1403 44 Travel_Rarely 1199 Research & Development
## 234 1404 35 Travel_Rarely 144 Research & Development
## 235 1405 31 Travel_Frequently 754 Sales
## 236 1406 35 Travel_Rarely 1258 Research & Development
## 237 1407 33 Travel_Rarely 924 Research & Development
## 238 1408 29 Travel_Rarely 441 Research & Development
## 239 1409 55 Travel_Rarely 452 Research & Development
## 240 1410 55 Travel_Rarely 1117 Sales
## 241 1411 22 Travel_Rarely 581 Research & Development
## 242 1412 32 Non-Travel 953 Research & Development
## 243 1413 50 Travel_Rarely 1464 Research & Development
## 244 1414 36 Travel_Rarely 1174 Sales
## 245 1415 40 Travel_Frequently 1395 Research & Development
## 246 1416 33 Travel_Frequently 827 Research & Development
## 247 1417 31 Travel_Frequently 523 Research & Development
## 248 1418 26 Travel_Rarely 991 Research & Development
## 249 1419 31 Travel_Frequently 1445 Research & Development
## 250 1420 35 Travel_Rarely 735 Research & Development
## 251 1421 33 Travel_Rarely 1017 Research & Development
## 252 1422 41 Non-Travel 247 Research & Development
## 253 1423 41 Travel_Rarely 427 Human Resources
## 254 1424 27 Non-Travel 443 Research & Development
## 255 1425 46 Travel_Rarely 406 Sales
## 256 1426 50 Travel_Rarely 1046 Research & Development
## 257 1427 45 Travel_Frequently 1199 Research & Development
## 258 1428 30 Non-Travel 879 Research & Development
## 259 1429 26 Travel_Rarely 950 Sales
## 260 1430 40 Travel_Rarely 1137 Research & Development
## 261 1431 55 Travel_Rarely 1136 Research & Development
## 262 1432 31 Non-Travel 587 Sales
## 263 1433 33 Non-Travel 722 Sales
## 264 1434 50 Travel_Frequently 878 Sales
## 265 1435 24 Non-Travel 673 Research & Development
## 266 1436 45 Travel_Rarely 950 Research & Development
## 267 1437 53 Travel_Rarely 1395 Research & Development
## 268 1438 31 Travel_Rarely 525 Sales
## 269 1439 39 Non-Travel 592 Research & Development
## 270 1440 35 Travel_Rarely 583 Research & Development
## 271 1441 38 Travel_Rarely 723 Sales
## 272 1442 23 Travel_Rarely 1243 Research & Development
## 273 1443 31 Non-Travel 325 Research & Development
## 274 1444 21 Travel_Rarely 156 Sales
## 275 1445 19 Travel_Rarely 489 Human Resources
## 276 1446 29 Travel_Rarely 592 Research & Development
## 277 1447 26 Travel_Frequently 1283 Sales
## 278 1448 43 Travel_Rarely 574 Research & Development
## 279 1449 32 Travel_Rarely 371 Sales
## 280 1450 22 Travel_Rarely 534 Research & Development
## 281 1451 28 Travel_Rarely 1404 Research & Development
## 282 1452 29 Travel_Frequently 806 Research & Development
## 283 1453 54 Travel_Rarely 1082 Sales
## 284 1454 56 Travel_Frequently 1240 Research & Development
## 285 1455 29 Travel_Frequently 115 Sales
## 286 1456 23 Travel_Rarely 1320 Research & Development
## 287 1457 41 Travel_Rarely 1085 Research & Development
## 288 1458 27 Travel_Rarely 1220 Research & Development
## 289 1459 44 Travel_Frequently 920 Research & Development
## 290 1460 22 Travel_Rarely 604 Research & Development
## 291 1461 44 Travel_Rarely 625 Research & Development
## 292 1462 37 Travel_Rarely 571 Research & Development
## 293 1463 30 Travel_Rarely 241 Research & Development
## 294 1464 49 Travel_Frequently 1023 Sales
## 295 1465 26 Travel_Rarely 474 Research & Development
## 296 1466 36 Travel_Rarely 938 Research & Development
## 297 1467 32 Travel_Rarely 1093 Sales
## 298 1468 26 Travel_Rarely 1357 Research & Development
## 299 1469 45 Travel_Rarely 252 Research & Development
## 300 1470 47 Travel_Rarely 249 Sales
## DistanceFromHome Education EducationField EmployeeCount EmployeeNumber
## 1 28 3 Life Sciences 1 1596
## 2 2 3 Human Resources 1 1207
## 3 21 3 Medical 1 1107
## 4 2 3 Life Sciences 1 505
## 5 19 3 Life Sciences 1 1497
## 6 1 4 Medical 1 145
## 7 29 4 Life Sciences 1 2019
## 8 10 5 Medical 1 1618
## 9 24 3 Medical 1 1252
## 10 20 3 Life Sciences 1 587
## 11 9 4 Medical 1 964
## 12 1 4 Medical 1 95
## 13 4 3 Technical Degree 1 1771
## 14 2 3 Medical 1 815
## 15 8 5 Life Sciences 1 1515
## 16 23 2 Life Sciences 1 1976
## 17 25 3 Life Sciences 1 1545
## 18 1 3 Life Sciences 1 1264
## 19 2 1 Medical 1 842
## 20 11 3 Marketing 1 840
## 21 29 4 Life Sciences 1 2010
## 22 1 2 Medical 1 997
## 23 10 3 Medical 1 1980
## 24 10 3 Medical 1 1746
## 25 20 3 Medical 1 1460
## 26 10 4 Medical 1 592
## 27 4 3 Human Resources 1 1722
## 28 22 1 Technical Degree 1 669
## 29 17 2 Marketing 1 1908
## 30 5 3 Medical 1 1017
## 31 2 4 Medical 1 1704
## 32 13 4 Life Sciences 1 1727
## 33 2 5 Life Sciences 1 985
## 34 23 4 Medical 1 1826
## 35 10 3 Life Sciences 1 1079
## 36 16 1 Life Sciences 1 1479
## 37 26 3 Marketing 1 404
## 38 1 4 Medical 1 1922
## 39 7 2 Medical 1 444
## 40 1 3 Life Sciences 1 1263
## 41 3 5 Technical Degree 1 193
## 42 5 1 Medical 1 1623
## 43 8 3 Medical 1 84
## 44 18 4 Medical 1 1283
## 45 9 3 Medical 1 214
## 46 2 1 Life Sciences 1 1941
## 47 4 2 Life Sciences 1 546
## 48 9 2 Marketing 1 1787
## 49 5 2 Technical Degree 1 1440
## 50 1 1 Medical 1 1068
## 51 3 4 Marketing 1 776
## 52 3 4 Life Sciences 1 5
## 53 1 3 Life Sciences 1 882
## 54 14 2 Life Sciences 1 500
## 55 4 4 Life Sciences 1 182
## 56 1 1 Life Sciences 1 531
## 57 1 4 Other 1 780
## 58 3 3 Life Sciences 1 562
## 59 15 2 Marketing 1 1754
## 60 8 4 Life Sciences 1 874
## 61 2 4 Life Sciences 1 558
## 62 2 4 Life Sciences 1 1721
## 63 11 3 Medical 1 1016
## 64 12 3 Life Sciences 1 1167
## 65 10 3 Medical 1 1516
## 66 16 3 Marketing 1 819
## 67 23 4 Life Sciences 1 901
## 68 5 1 Life Sciences 1 1395
## 69 24 3 Medical 1 632
## 70 7 4 Medical 1 1292
## 71 9 4 Life Sciences 1 496
## 72 29 4 Other 1 1225
## 73 19 4 Medical 1 799
## 74 7 4 Medical 1 1885
## 75 1 3 Life Sciences 1 902
## 76 1 3 Technical Degree 1 1301
## 77 1 4 Medical 1 482
## 78 2 4 Technical Degree 1 1745
## 79 3 3 Technical Degree 1 1257
## 80 13 3 Human Resources 1 829
## 81 29 3 Medical 1 1377
## 82 1 4 Marketing 1 1047
## 83 19 2 Life Sciences 1 334
## 84 11 3 Life Sciences 1 1289
## 85 20 2 Technical Degree 1 389
## 86 28 2 Medical 1 1401
## 87 7 4 Life Sciences 1 28
## 88 2 4 Life Sciences 1 329
## 89 7 3 Other 1 499
## 90 8 3 Technical Degree 1 796
## 91 2 3 Life Sciences 1 1703
## 92 1 3 Life Sciences 1 1737
## 93 8 3 Medical 1 1751
## 94 1 3 Life Sciences 1 141
## 95 14 2 Life Sciences 1 1598
## 96 20 3 Life Sciences 1 1812
## 97 1 4 Medical 1 1697
## 98 9 2 Medical 1 1936
## 99 1 3 Technical Degree 1 300
## 100 8 3 Life Sciences 1 1433
## 101 6 3 Life Sciences 1 298
## 102 1 1 Life Sciences 1 292
## 103 4 1 Technical Degree 1 1106
## 104 3 4 Medical 1 386
## 105 12 4 Life Sciences 1 648
## 106 2 2 Medical 1 1018
## 107 6 4 Life Sciences 1 1594
## 108 10 2 Medical 1 1912
## 109 6 4 Human Resources 1 133
## 110 26 3 Human Resources 1 148
## 111 18 4 Marketing 1 1380
## 112 5 4 Technical Degree 1 464
## 113 25 2 Medical 1 1161
## 114 29 3 Technical Degree 1 273
## 115 21 3 Life Sciences 1 1938
## 116 15 3 Life Sciences 1 754
## 117 1 3 Medical 1 1241
## 118 27 3 Marketing 1 283
## 119 9 3 Life Sciences 1 812
## 120 10 4 Medical 1 131
## 121 1 4 Life Sciences 1 1995
## 122 3 3 Medical 1 543
## 123 9 3 Marketing 1 1591
## 124 23 2 Medical 1 2061
## 125 7 3 Marketing 1 1362
## 126 8 3 Marketing 1 897
## 127 10 3 Life Sciences 1 749
## 128 29 4 Life Sciences 1 569
## 129 5 2 Medical 1 522
## 130 1 4 Medical 1 1662
## 131 7 2 Technical Degree 1 2032
## 132 28 3 Life Sciences 1 1523
## 133 1 2 Technical Degree 1 431
## 134 2 4 Marketing 1 1862
## 135 1 2 Life Sciences 1 106
## 136 22 3 Life Sciences 1 381
## 137 14 1 Life Sciences 1 924
## 138 2 3 Medical 1 1542
## 139 8 5 Life Sciences 1 1094
## 140 26 2 Life Sciences 1 1801
## 141 9 3 Life Sciences 1 206
## 142 8 3 Life Sciences 1 809
## 143 16 3 Life Sciences 1 1641
## 144 6 5 Life Sciences 1 231
## 145 1 4 Technical Degree 1 1553
## 146 4 3 Marketing 1 488
## 147 29 3 Medical 1 1148
## 148 1 4 Life Sciences 1 1427
## 149 8 2 Life Sciences 1 395
## 150 26 5 Marketing 1 1578
## 151 5 4 Life Sciences 1 338
## 152 6 3 Life Sciences 1 769
## 153 1 4 Life Sciences 1 119
## 154 10 3 Medical 1 1816
## 155 2 1 Medical 1 763
## 156 1 2 Life Sciences 1 530
## 157 26 1 Technical Degree 1 1374
## 158 25 4 Marketing 1 1318
## 159 15 2 Life Sciences 1 30
## 160 11 2 Medical 1 70
## 161 8 2 Life Sciences 1 1724
## 162 29 1 Life Sciences 1 1514
## 163 6 1 Medical 1 31
## 164 7 3 Technical Degree 1 1299
## 165 3 3 Life Sciences 1 894
## 166 23 3 Life Sciences 1 495
## 167 9 3 Life Sciences 1 1282
## 168 1 1 Marketing 1 449
## 169 28 1 Medical 1 716
## 170 1 3 Medical 1 620
## 171 2 1 Medical 1 854
## 172 3 3 Life Sciences 1 1333
## 173 7 3 Medical 1 764
## 174 9 2 Life Sciences 1 245
## 175 1 2 Medical 1 497
## 176 8 1 Life Sciences 1 2
## 177 1 3 Technical Degree 1 887
## 178 7 2 Life Sciences 1 1601
## 179 3 4 Other 1 671
## 180 28 3 Medical 1 1039
## 181 1 2 Life Sciences 1 792
## 182 2 2 Medical 1 46
## 183 1 3 Medical 1 249
## 184 3 3 Life Sciences 1 2037
## 185 12 3 Life Sciences 1 520
## 186 1 1 Medical 1 682
## 187 28 2 Technical Degree 1 1719
## 188 3 3 Life Sciences 1 1198
## 189 1 4 Life Sciences 1 1245
## 190 18 2 Life Sciences 1 1322
## 191 4 2 Medical 1 121
## 192 3 2 Medical 1 1627
## 193 18 5 Life Sciences 1 1621
## 194 3 4 Other 1 1060
## 195 13 1 Medical 1 645
## 196 9 5 Other 1 455
## 197 23 3 Human Resources 1 590
## 198 1 4 Medical 1 308
## 199 5 3 Life Sciences 1 1352
## 200 9 2 Life Sciences 1 1969
## 201 9 3 Medical 1 999
## 202 1 3 Life Sciences 1 1799
## 203 1 4 Medical 1 332
## 204 1 3 Technical Degree 1 1237
## 205 1 4 Medical 1 1775
## 206 12 1 Medical 1 246
## 207 9 4 Life Sciences 1 498
## 208 2 3 Marketing 1 1756
## 209 16 3 Life Sciences 1 1583
## 210 1 4 Medical 1 323
## 211 3 1 Technical Degree 1 510
## 212 8 4 Other 1 452
## 213 2 4 Life Sciences 1 803
## 214 8 2 Medical 1 865
## 215 1 4 Life Sciences 1 517
## 216 7 2 Technical Degree 1 1541
## 217 9 3 Life Sciences 1 1558
## 218 22 4 Medical 1 1389
## 219 26 1 Life Sciences 1 465
## 220 18 4 Life Sciences 1 1133
## 221 5 3 Marketing 1 456
## 222 10 3 Marketing 1 766
## 223 4 2 Technical Degree 1 319
## 224 6 3 Life Sciences 1 162
## 225 1 2 Life Sciences 1 872
## 226 16 3 Life Sciences 1 586
## 227 4 4 Life Sciences 1 1350
## 228 18 4 Life Sciences 1 2049
## 229 1 2 Medical 1 453
## 230 14 3 Life Sciences 1 515
## 231 2 3 Life Sciences 1 1569
## 232 3 1 Other 1 879
## 233 4 2 Life Sciences 1 1288
## 234 22 3 Life Sciences 1 577
## 235 26 4 Marketing 1 1967
## 236 1 4 Life Sciences 1 826
## 237 2 3 Medical 1 39
## 238 8 1 Other 1 1544
## 239 1 3 Medical 1 374
## 240 18 5 Life Sciences 1 597
## 241 1 2 Life Sciences 1 2007
## 242 5 4 Technical Degree 1 1764
## 243 2 4 Medical 1 1061
## 244 3 4 Marketing 1 1425
## 245 26 3 Medical 1 202
## 246 1 4 Other 1 998
## 247 2 3 Life Sciences 1 1464
## 248 6 3 Life Sciences 1 686
## 249 1 5 Life Sciences 1 1459
## 250 6 1 Life Sciences 1 1291
## 251 25 3 Medical 1 1108
## 252 7 1 Life Sciences 1 1035
## 253 10 4 Human Resources 1 731
## 254 3 3 Medical 1 850
## 255 3 1 Marketing 1 1124
## 256 10 3 Technical Degree 1 491
## 257 7 4 Life Sciences 1 341
## 258 9 2 Medical 1 1298
## 259 4 4 Marketing 1 401
## 260 1 4 Life Sciences 1 1892
## 261 1 4 Medical 1 1424
## 262 2 4 Life Sciences 1 1324
## 263 17 3 Life Sciences 1 992
## 264 1 4 Life Sciences 1 2044
## 265 11 2 Other 1 26
## 266 28 3 Technical Degree 1 1546
## 267 24 4 Medical 1 1689
## 268 6 4 Medical 1 653
## 269 2 3 Life Sciences 1 1458
## 270 25 4 Medical 1 1014
## 271 2 4 Marketing 1 1835
## 272 6 3 Life Sciences 1 811
## 273 5 3 Medical 1 2057
## 274 12 3 Life Sciences 1 494
## 275 2 2 Technical Degree 1 566
## 276 7 3 Life Sciences 1 1883
## 277 1 3 Medical 1 956
## 278 11 3 Life Sciences 1 1971
## 279 19 3 Life Sciences 1 1739
## 280 15 3 Medical 1 144
## 281 17 3 Technical Degree 1 1960
## 282 1 4 Life Sciences 1 710
## 283 2 4 Life Sciences 1 1070
## 284 9 3 Medical 1 1071
## 285 13 3 Technical Degree 1 1487
## 286 8 1 Medical 1 1684
## 287 2 4 Life Sciences 1 927
## 288 5 3 Life Sciences 1 434
## 289 24 3 Life Sciences 1 392
## 290 6 1 Medical 1 675
## 291 4 3 Medical 1 852
## 292 10 1 Life Sciences 1 802
## 293 7 3 Medical 1 1609
## 294 2 3 Medical 1 2065
## 295 3 3 Life Sciences 1 1581
## 296 2 4 Medical 1 958
## 297 6 4 Medical 1 125
## 298 25 3 Life Sciences 1 55
## 299 1 3 Other 1 336
## 300 2 2 Marketing 1 903
## EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1 2 Male 46 4 2
## 2 2 Male 99 3 1
## 3 1 Male 37 3 1
## 4 3 Female 97 3 4
## 5 3 Male 77 2 2
## 6 1 Female 30 2 3
## 7 1 Male 40 3 1
## 8 2 Male 76 3 2
## 9 3 Female 96 2 2
## 10 1 Male 66 3 3
## 11 4 Male 35 3 1
## 12 3 Male 87 3 1
## 13 4 Male 90 3 2
## 14 3 Male 64 3 4
## 15 4 Male 69 3 2
## 16 4 Male 37 2 2
## 17 4 Male 44 2 2
## 18 4 Female 87 2 4
## 19 3 Male 37 3 2
## 20 3 Female 43 3 3
## 21 3 Female 49 2 1
## 22 4 Male 66 3 4
## 23 3 Female 77 3 2
## 24 1 Male 59 3 1
## 25 2 Male 95 1 3
## 26 2 Male 32 3 3
## 27 3 Male 60 1 2
## 28 3 Male 49 3 1
## 29 3 Male 33 2 2
## 30 2 Female 60 3 1
## 31 1 Male 79 2 1
## 32 3 Male 34 3 2
## 33 1 Male 41 4 3
## 34 2 Male 91 1 1
## 35 3 Female 36 2 1
## 36 4 Male 96 3 2
## 37 3 Female 77 3 4
## 38 2 Male 44 3 2
## 39 3 Male 54 2 5
## 40 4 Male 76 2 5
## 41 4 Female 32 3 2
## 42 3 Male 97 3 1
## 43 4 Female 33 3 4
## 44 4 Male 67 3 3
## 45 2 Female 75 2 1
## 46 2 Male 42 3 5
## 47 4 Female 30 3 4
## 48 2 Male 46 2 2
## 49 3 Male 84 4 1
## 50 1 Female 66 2 1
## 51 3 Male 31 2 4
## 52 4 Female 56 3 1
## 53 4 Male 61 3 1
## 54 3 Female 87 3 2
## 55 4 Female 47 2 2
## 56 2 Male 52 3 5
## 57 4 Male 63 3 1
## 58 3 Male 53 3 1
## 59 3 Male 94 2 3
## 60 1 Male 62 4 1
## 61 3 Female 79 3 5
## 62 2 Male 69 3 1
## 63 4 Female 98 2 1
## 64 3 Male 44 3 4
## 65 3 Male 64 3 3
## 66 1 Female 69 3 2
## 67 4 Female 72 3 4
## 68 2 Male 61 3 2
## 69 4 Male 38 3 1
## 70 2 Female 78 4 2
## 71 3 Male 97 2 2
## 72 4 Male 32 3 2
## 73 4 Female 95 3 2
## 74 4 Male 78 3 2
## 75 4 Female 33 3 2
## 76 4 Male 84 3 1
## 77 4 Male 88 3 2
## 78 4 Female 78 2 1
## 79 3 Male 46 3 1
## 80 3 Male 36 3 1
## 81 2 Male 86 3 2
## 82 2 Male 75 4 2
## 83 3 Male 36 3 2
## 84 3 Male 56 2 2
## 85 2 Male 37 3 2
## 86 4 Female 59 4 4
## 87 1 Female 53 3 3
## 88 1 Male 79 2 5
## 89 2 Male 31 2 3
## 90 4 Male 38 2 2
## 91 3 Female 96 4 3
## 92 4 Male 77 3 2
## 93 3 Female 67 3 1
## 94 1 Female 73 3 5
## 95 4 Female 84 3 2
## 96 3 Male 83 3 2
## 97 3 Male 92 1 3
## 98 1 Male 87 3 2
## 99 3 Male 85 3 1
## 100 1 Female 34 2 1
## 101 4 Female 75 3 3
## 102 3 Male 88 2 3
## 103 4 Male 32 3 1
## 104 3 Male 45 3 4
## 105 2 Male 74 2 1
## 106 4 Male 32 4 2
## 107 1 Male 80 4 2
## 108 3 Female 86 3 2
## 109 3 Male 63 3 1
## 110 4 Female 30 4 4
## 111 4 Female 67 3 2
## 112 3 Male 62 3 3
## 113 3 Female 52 2 2
## 114 4 Male 54 3 2
## 115 4 Female 72 3 4
## 116 4 Male 47 2 2
## 117 4 Male 63 3 1
## 118 2 Female 35 3 3
## 119 3 Male 60 2 1
## 120 4 Male 37 3 4
## 121 4 Male 86 3 2
## 122 4 Male 39 2 3
## 123 3 Male 59 3 5
## 124 3 Male 41 4 2
## 125 1 Female 83 4 2
## 126 1 Male 73 3 4
## 127 3 Male 99 3 1
## 128 2 Male 88 2 4
## 129 1 Male 86 3 5
## 130 4 Female 33 2 2
## 131 4 Male 72 3 1
## 132 4 Male 32 3 4
## 133 3 Female 90 2 4
## 134 3 Male 82 2 2
## 135 1 Male 70 3 3
## 136 2 Female 71 4 3
## 137 3 Male 68 3 2
## 138 3 Male 68 2 1
## 139 1 Male 87 1 1
## 140 2 Male 98 2 2
## 141 2 Male 60 3 2
## 142 2 Male 66 3 5
## 143 3 Female 84 3 3
## 144 3 Male 43 3 1
## 145 1 Male 66 3 3
## 146 1 Male 56 3 2
## 147 2 Male 56 1 2
## 148 2 Female 50 1 1
## 149 4 Female 66 3 1
## 150 3 Male 60 2 5
## 151 3 Female 63 2 1
## 152 4 Male 86 3 2
## 153 3 Male 78 2 4
## 154 1 Female 64 3 3
## 155 4 Female 86 2 1
## 156 4 Male 98 2 1
## 157 1 Female 92 2 1
## 158 4 Male 57 2 3
## 159 3 Male 96 3 1
## 160 3 Male 79 2 3
## 161 2 Female 92 3 2
## 162 3 Male 96 1 2
## 163 2 Male 83 3 1
## 164 2 Female 39 3 1
## 165 3 Female 95 4 2
## 166 4 Male 54 3 1
## 167 4 Male 83 3 5
## 168 3 Male 73 3 2
## 169 4 Male 74 4 1
## 170 1 Female 80 3 2
## 171 1 Male 65 4 1
## 172 1 Male 89 3 1
## 173 4 Female 55 2 2
## 174 3 Female 75 3 1
## 175 4 Male 82 3 1
## 176 3 Male 61 2 2
## 177 3 Female 36 3 1
## 178 3 Male 63 2 1
## 179 4 Male 35 3 5
## 180 4 Female 53 4 4
## 181 1 Female 71 1 1
## 182 4 Female 72 4 1
## 183 3 Male 86 2 1
## 184 3 Male 57 2 2
## 185 1 Male 59 2 4
## 186 4 Female 34 3 2
## 187 4 Female 48 2 4
## 188 1 Male 87 2 1
## 189 4 Female 53 3 3
## 190 1 Male 32 3 2
## 191 3 Female 63 2 2
## 192 3 Male 76 2 2
## 193 2 Male 48 4 2
## 194 3 Male 44 3 1
## 195 2 Male 40 3 1
## 196 2 Male 30 2 1
## 197 2 Female 43 3 3
## 198 3 Male 90 1 2
## 199 3 Male 84 3 4
## 200 1 Female 67 3 2
## 201 1 Male 64 3 5
## 202 3 Male 82 3 1
## 203 3 Female 96 3 1
## 204 3 Female 77 1 3
## 205 1 Female 60 2 4
## 206 3 Female 95 3 1
## 207 2 Male 92 3 2
## 208 4 Female 62 3 2
## 209 2 Female 90 3 2
## 210 4 Female 68 3 5
## 211 3 Male 73 3 1
## 212 4 Male 75 3 2
## 213 1 Female 75 4 2
## 214 3 Female 91 4 2
## 215 2 Female 95 3 1
## 216 2 Male 55 3 1
## 217 3 Male 91 4 1
## 218 4 Male 98 3 2
## 219 3 Male 83 3 1
## 220 1 Male 78 3 2
## 221 4 Female 30 2 2
## 222 4 Male 83 3 1
## 223 3 Male 58 3 5
## 224 1 Male 51 3 5
## 225 4 Male 33 2 2
## 226 4 Male 72 3 3
## 227 3 Male 87 3 2
## 228 3 Male 80 3 2
## 229 2 Male 57 1 2
## 230 4 Female 95 3 1
## 231 1 Female 69 3 1
## 232 3 Male 98 3 2
## 233 3 Male 92 4 5
## 234 4 Male 46 1 1
## 235 1 Male 63 3 2
## 236 4 Female 40 4 1
## 237 3 Male 78 3 1
## 238 3 Female 39 1 2
## 239 4 Male 81 3 5
## 240 1 Female 83 3 4
## 241 4 Male 63 3 1
## 242 2 Male 65 3 1
## 243 2 Male 62 3 5
## 244 1 Female 99 3 2
## 245 2 Female 54 3 2
## 246 3 Female 84 4 2
## 247 2 Male 94 3 1
## 248 3 Female 71 3 1
## 249 3 Female 100 4 3
## 250 3 Male 66 3 1
## 251 1 Male 55 2 1
## 252 2 Female 55 1 5
## 253 2 Male 73 2 5
## 254 4 Male 50 3 1
## 255 1 Male 52 3 4
## 256 4 Male 100 2 3
## 257 1 Male 77 4 2
## 258 3 Female 72 3 2
## 259 4 Male 48 2 2
## 260 1 Male 98 3 4
## 261 2 Male 81 4 4
## 262 4 Female 57 3 3
## 263 4 Male 38 3 4
## 264 2 Male 94 3 2
## 265 1 Female 96 4 2
## 266 4 Male 97 3 1
## 267 2 Male 48 4 3
## 268 1 Male 66 4 2
## 269 1 Female 54 2 1
## 270 3 Female 57 3 3
## 271 2 Female 77 1 2
## 272 3 Male 63 4 1
## 273 2 Male 74 3 2
## 274 3 Female 90 4 1
## 275 1 Male 52 2 1
## 276 4 Male 59 3 1
## 277 3 Male 52 2 2
## 278 1 Male 30 3 3
## 279 4 Male 80 1 3
## 280 2 Female 59 3 1
## 281 3 Male 32 2 1
## 282 2 Male 76 1 1
## 283 3 Female 41 2 3
## 284 1 Female 63 3 1
## 285 1 Female 51 3 2
## 286 4 Male 93 2 1
## 287 2 Female 57 1 1
## 288 3 Female 85 3 1
## 289 4 Male 43 3 1
## 290 1 Male 69 3 1
## 291 4 Male 50 3 2
## 292 4 Female 82 3 1
## 293 2 Male 48 2 1
## 294 4 Male 63 2 2
## 295 1 Female 89 3 1
## 296 3 Male 79 3 1
## 297 2 Male 87 3 2
## 298 1 Male 48 1 1
## 299 3 Male 70 4 5
## 300 3 Female 35 3 2
## JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1 Laboratory Technician 3 Married 3407
## 2 Human Resources 3 Married 3600
## 3 Laboratory Technician 3 Divorced 2377
## 4 Manager 4 Single 16659
## 5 Sales Executive 3 Divorced 8620
## 6 Healthcare Representative 1 Single 7484
## 7 Sales Representative 4 Divorced 3482
## 8 Manufacturing Director 1 Married 5377
## 9 Healthcare Representative 1 Single 6812
## 10 Healthcare Representative 3 Married 9824
## 11 Research Scientist 2 Divorced 3617
## 12 Research Scientist 2 Single 2501
## 13 Research Scientist 2 Divorced 3055
## 14 Research Director 3 Married 17639
## 15 Healthcare Representative 3 Single 6388
## 16 Research Scientist 3 Single 4332
## 17 Manufacturing Director 2 Single 4320
## 18 Research Director 4 Divorced 16124
## 19 Sales Executive 4 Single 5160
## 20 Sales Executive 4 Married 7654
## 21 Laboratory Technician 2 Single 2837
## 22 Research Director 4 Divorced 17399
## 23 Manufacturing Director 1 Single 4440
## 24 Human Resources 4 Married 2145
## 25 Healthcare Representative 1 Divorced 10851
## 26 Sales Executive 4 Single 9980
## 27 Human Resources 2 Married 6430
## 28 Sales Representative 3 Single 3447
## 29 Sales Executive 2 Married 5507
## 30 Laboratory Technician 2 Single 2422
## 31 Research Scientist 4 Single 4930
## 32 Healthcare Representative 2 Single 5562
## 33 Sales Executive 3 Single 7880
## 34 Laboratory Technician 3 Married 2705
## 35 Laboratory Technician 1 Single 1416
## 36 Sales Executive 3 Married 5301
## 37 Sales Executive 2 Married 13525
## 38 Healthcare Representative 3 Single 5399
## 39 Manager 4 Married 19272
## 40 Research Director 4 Single 18265
## 41 Research Scientist 3 Single 4317
## 42 Research Scientist 4 Single 3117
## 43 Manager 3 Divorced 14756
## 44 Manufacturing Director 4 Single 10512
## 45 Research Scientist 2 Married 3346
## 46 Research Director 4 Married 19161
## 47 Manager 4 Married 16555
## 48 Sales Executive 2 Married 4189
## 49 Laboratory Technician 3 Single 3500
## 50 Research Scientist 3 Divorced 2007
## 51 Manager 1 Married 16856
## 52 Research Scientist 3 Married 2909
## 53 Laboratory Technician 4 Divorced 2314
## 54 Sales Executive 4 Married 4936
## 55 Sales Executive 3 Married 5902
## 56 Manager 3 Divorced 19197
## 57 Research Scientist 4 Single 2686
## 58 Laboratory Technician 4 Married 2097
## 59 Sales Executive 1 Divorced 7140
## 60 Laboratory Technician 4 Married 2818
## 61 Manager 3 Married 18041
## 62 Laboratory Technician 3 Married 3477
## 63 Research Scientist 1 Single 2600
## 64 Sales Executive 1 Single 13758
## 65 Manager 4 Single 11244
## 66 Sales Executive 1 Single 5324
## 67 Research Director 4 Single 14275
## 68 Sales Executive 4 Married 9998
## 69 Sales Representative 4 Married 2400
## 70 Research Scientist 2 Married 2372
## 71 Healthcare Representative 2 Single 6540
## 72 Research Scientist 4 Single 4541
## 73 Manufacturing Director 1 Divorced 5485
## 74 Research Scientist 1 Married 4284
## 75 Healthcare Representative 4 Married 5562
## 76 Research Scientist 1 Single 2080
## 77 Healthcare Representative 3 Married 6755
## 78 Research Scientist 1 Single 4968
## 79 Research Scientist 2 Married 3692
## 80 Human Resources 2 Married 2143
## 81 Laboratory Technician 3 Married 5429
## 82 Sales Executive 4 Divorced 9725
## 83 Research Scientist 1 Divorced 3072
## 84 Human Resources 2 Married 4490
## 85 Laboratory Technician 4 Married 5415
## 86 Manufacturing Director 3 Married 13247
## 87 Research Director 2 Single 11994
## 88 Manager 3 Single 19068
## 89 Healthcare Representative 3 Single 10965
## 90 Sales Executive 1 Single 5326
## 91 Healthcare Representative 4 Married 7879
## 92 Laboratory Technician 4 Married 6472
## 93 Research Scientist 4 Single 3445
## 94 Research Director 2 Married 18172
## 95 Sales Executive 1 Married 4639
## 96 Sales Executive 4 Divorced 4127
## 97 Healthcare Representative 4 Divorced 10883
## 98 Manufacturing Director 1 Married 5151
## 99 Research Scientist 3 Single 2058
## 100 Research Scientist 2 Single 1261
## 101 Manager 4 Single 13591
## 102 Manufacturing Director 3 Single 8474
## 103 Laboratory Technician 4 Married 3691
## 104 Research Director 3 Married 17584
## 105 Sales Representative 1 Married 2033
## 106 Manufacturing Director 4 Married 5472
## 107 Laboratory Technician 1 Married 5562
## 108 Sales Executive 4 Divorced 6583
## 109 Human Resources 1 Divorced 2073
## 110 Manager 4 Single 17328
## 111 Sales Executive 3 Married 4614
## 112 Manufacturing Director 2 Single 8095
## 113 Healthcare Representative 4 Divorced 5731
## 114 Manufacturing Director 4 Married 6261
## 115 Manager 4 Married 17875
## 116 Sales Executive 4 Married 6804
## 117 Research Scientist 2 Married 3579
## 118 Sales Executive 4 Married 7639
## 119 Laboratory Technician 2 Divorced 2694
## 120 Sales Executive 3 Single 13872
## 121 Sales Executive 2 Married 4440
## 122 Manufacturing Director 3 Married 7969
## 123 Manager 3 Married 19331
## 124 Laboratory Technician 4 Married 2571
## 125 Sales Executive 1 Married 4639
## 126 Sales Executive 4 Married 11836
## 127 Sales Representative 3 Single 2642
## 128 Manager 3 Married 17046
## 129 Research Director 1 Married 19406
## 130 Manufacturing Director 3 Married 4374
## 131 Laboratory Technician 3 Married 2339
## 132 Research Director 1 Married 16328
## 133 Healthcare Representative 3 Single 13964
## 134 Sales Executive 2 Single 9907
## 135 Sales Executive 4 Married 10239
## 136 Manager 2 Divorced 11996
## 137 Healthcare Representative 4 Married 6586
## 138 Laboratory Technician 2 Married 4841
## 139 Laboratory Technician 3 Married 4621
## 140 Sales Executive 2 Single 7991
## 141 Laboratory Technician 2 Divorced 2348
## 142 Manager 4 Divorced 18430
## 143 Manufacturing Director 4 Single 7945
## 144 Research Scientist 3 Single 3038
## 145 Healthcare Representative 2 Divorced 7441
## 146 Sales Executive 2 Single 9355
## 147 Laboratory Technician 4 Single 4272
## 148 Sales Representative 3 Single 1359
## 149 Research Scientist 4 Single 3310
## 150 Manager 4 Married 19586
## 151 Research Scientist 4 Married 2911
## 152 Laboratory Technician 4 Single 2450
## 153 Healthcare Representative 2 Married 13503
## 154 Manufacturing Director 3 Single 9667
## 155 Research Scientist 4 Single 2342
## 156 Laboratory Technician 1 Married 2218
## 157 Research Scientist 3 Divorced 2029
## 158 Sales Executive 2 Single 9094
## 159 Research Scientist 4 Single 1232
## 160 Healthcare Representative 1 Married 9884
## 161 Manufacturing Director 1 Married 6516
## 162 Manufacturing Director 2 Married 6549
## 163 Research Scientist 1 Single 2960
## 164 Laboratory Technician 3 Divorced 3339
## 165 Laboratory Technician 4 Married 5231
## 166 Research Scientist 4 Single 2201
## 167 Manager 2 Divorced 19847
## 168 Sales Executive 2 Married 6349
## 169 Laboratory Technician 3 Married 3221
## 170 Sales Executive 3 Single 4859
## 171 Research Scientist 1 Single 3424
## 172 Laboratory Technician 1 Married 2362
## 173 Healthcare Representative 1 Single 6811
## 174 Laboratory Technician 4 Single 2288
## 175 Laboratory Technician 2 Divorced 3816
## 176 Research Scientist 2 Married 5130
## 177 Research Scientist 1 Married 3580
## 178 Laboratory Technician 4 Married 2690
## 179 Manager 4 Married 19513
## 180 Sales Executive 4 Married 13320
## 181 Laboratory Technician 4 Divorced 4364
## 182 Research Scientist 3 Divorced 2645
## 183 Laboratory Technician 3 Married 3690
## 184 Sales Executive 2 Divorced 8938
## 185 Research Director 2 Divorced 14336
## 186 Sales Executive 1 Single 8381
## 187 Research Director 2 Single 16704
## 188 Laboratory Technician 3 Single 3033
## 189 Manufacturing Director 3 Divorced 10502
## 190 Manufacturing Director 3 Single 4534
## 191 Sales Executive 2 Divorced 5209
## 192 Laboratory Technician 3 Divorced 3069
## 193 Research Scientist 1 Married 5208
## 194 Research Scientist 3 Married 2821
## 195 Sales Representative 3 Married 2096
## 196 Laboratory Technician 4 Single 3983
## 197 Human Resources 1 Divorced 9950
## 198 Manufacturing Director 3 Married 4345
## 199 Manager 2 Divorced 14026
## 200 Research Scientist 3 Married 2897
## 201 Research Director 3 Divorced 19419
## 202 Research Scientist 4 Married 2044
## 203 Laboratory Technician 3 Divorced 2232
## 204 Manufacturing Director 1 Divorced 10252
## 205 Manufacturing Director 3 Married 12965
## 206 Research Scientist 4 Married 3929
## 207 Sales Executive 4 Single 5253
## 208 Sales Executive 2 Single 5147
## 209 Sales Executive 2 Single 4198
## 210 Manager 4 Divorced 19517
## 211 Research Scientist 1 Single 3102
## 212 Research Scientist 4 Married 3697
## 213 Manufacturing Director 1 Single 5980
## 214 Research Scientist 3 Married 5175
## 215 Laboratory Technician 1 Divorced 2576
## 216 Sales Representative 3 Married 2308
## 217 Research Scientist 3 Married 2451
## 218 Manufacturing Director 3 Married 6179
## 219 Research Scientist 4 Divorced 2904
## 220 Manufacturing Director 4 Single 7779
## 221 Sales Executive 3 Divorced 6118
## 222 Sales Representative 2 Divorced 2297
## 223 Manager 4 Married 19232
## 224 Research Director 3 Single 19537
## 225 Manufacturing Director 4 Married 4775
## 226 Healthcare Representative 3 Married 7632
## 227 Research Scientist 3 Single 4249
## 228 Healthcare Representative 3 Married 5689
## 229 Sales Executive 4 Married 7457
## 230 Laboratory Technician 1 Divorced 3034
## 231 Laboratory Technician 1 Divorced 2074
## 232 Sales Executive 1 Married 4194
## 233 Manager 1 Divorced 19190
## 234 Laboratory Technician 3 Single 4230
## 235 Sales Executive 4 Married 5617
## 236 Research Scientist 3 Single 2506
## 237 Laboratory Technician 4 Single 2496
## 238 Healthcare Representative 1 Married 9715
## 239 Manager 1 Single 19045
## 240 Manager 2 Single 16835
## 241 Research Scientist 3 Single 3375
## 242 Research Scientist 2 Single 2718
## 243 Research Director 3 Married 19237
## 244 Sales Executive 2 Single 9278
## 245 Research Scientist 2 Divorced 5605
## 246 Healthcare Representative 2 Married 5488
## 247 Laboratory Technician 4 Married 3722
## 248 Laboratory Technician 4 Married 2659
## 249 Manufacturing Director 2 Single 7446
## 250 Research Scientist 3 Married 3506
## 251 Research Scientist 2 Single 2313
## 252 Research Director 3 Divorced 19973
## 253 Manager 4 Divorced 19141
## 254 Research Scientist 4 Married 1706
## 255 Manager 3 Married 17465
## 256 Healthcare Representative 4 Single 10496
## 257 Manufacturing Director 3 Married 6434
## 258 Manufacturing Director 3 Single 4695
## 259 Sales Executive 4 Single 5828
## 260 Manager 1 Divorced 16823
## 261 Research Director 4 Divorced 14732
## 262 Sales Executive 3 Divorced 9852
## 263 Manager 3 Single 17444
## 264 Sales Executive 3 Divorced 6728
## 265 Manufacturing Director 3 Divorced 4011
## 266 Research Scientist 4 Married 2132
## 267 Healthcare Representative 4 Married 7005
## 268 Sales Executive 4 Divorced 5460
## 269 Laboratory Technician 1 Single 3646
## 270 Healthcare Representative 3 Divorced 10388
## 271 Sales Representative 4 Married 5405
## 272 Laboratory Technician 1 Married 1601
## 273 Manufacturing Director 1 Single 9936
## 274 Sales Representative 2 Single 2716
## 275 Human Resources 4 Single 2564
## 276 Laboratory Technician 1 Single 2062
## 277 Sales Executive 1 Single 4294
## 278 Healthcare Representative 3 Married 7510
## 279 Sales Executive 3 Married 9610
## 280 Laboratory Technician 4 Single 2871
## 281 Laboratory Technician 4 Divorced 2367
## 282 Research Scientist 4 Divorced 2720
## 283 Sales Executive 3 Married 10686
## 284 Research Scientist 3 Married 2942
## 285 Sales Executive 2 Single 5765
## 286 Laboratory Technician 3 Single 3989
## 287 Laboratory Technician 4 Divorced 2778
## 288 Research Scientist 2 Single 2478
## 289 Laboratory Technician 3 Divorced 3161
## 290 Research Scientist 3 Married 2773
## 291 Healthcare Representative 2 Single 5933
## 292 Research Scientist 1 Divorced 2782
## 293 Research Scientist 2 Married 2141
## 294 Sales Executive 2 Married 5390
## 295 Research Scientist 4 Married 2061
## 296 Laboratory Technician 3 Single 2519
## 297 Sales Executive 3 Single 5010
## 298 Laboratory Technician 3 Single 2293
## 299 Manager 4 Married 19202
## 300 Sales Executive 4 Married 4537
## MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1 25348 1 Y No 17
## 2 8429 1 Y No 13
## 3 19373 1 Y No 20
## 4 23258 2 Y Yes 13
## 5 23757 1 Y No 14
## 6 25796 3 Y No 20
## 7 19788 2 Y No 15
## 8 3835 2 Y No 13
## 9 17198 1 Y No 19
## 10 22908 3 Y No 12
## 11 25063 8 Y Yes 14
## 12 18775 1 Y No 17
## 13 6194 5 Y No 15
## 14 6881 5 Y No 16
## 15 22049 2 Y Yes 17
## 16 14811 1 Y No 12
## 17 24152 1 Y No 13
## 18 3423 3 Y No 14
## 19 21519 4 Y No 16
## 20 5860 1 Y No 18
## 21 15919 1 Y No 13
## 22 6615 9 Y No 22
## 23 25198 6 Y Yes 19
## 24 2097 0 Y No 14
## 25 19863 2 Y Yes 18
## 26 15318 1 Y No 14
## 27 20794 6 Y No 19
## 28 24444 1 Y No 11
## 29 16822 2 Y No 16
## 30 25725 0 Y No 17
## 31 13970 0 Y Yes 14
## 32 9697 6 Y No 14
## 33 2560 0 Y No 18
## 34 9696 0 Y No 16
## 35 17258 1 Y No 13
## 36 2939 8 Y No 15
## 37 14864 5 Y No 14
## 38 14511 4 Y No 12
## 39 21141 1 Y No 15
## 40 8733 6 Y No 12
## 41 2302 3 Y Yes 20
## 42 26009 1 Y No 18
## 43 19730 2 Y Yes 14
## 44 20002 6 Y No 12
## 45 11873 4 Y Yes 20
## 46 13738 3 Y No 15
## 47 10310 2 Y No 13
## 48 8800 1 Y No 14
## 49 25470 0 Y No 14
## 50 25265 1 Y No 13
## 51 10084 1 Y No 11
## 52 23159 1 Y Yes 11
## 53 9148 0 Y No 12
## 54 14862 4 Y No 11
## 55 14590 4 Y No 14
## 56 8213 1 Y Yes 14
## 57 5207 1 Y Yes 13
## 58 16734 4 Y No 15
## 59 3088 2 Y No 11
## 60 5044 2 Y Yes 24
## 61 13022 0 Y No 14
## 62 18103 1 Y No 14
## 63 18275 1 Y Yes 15
## 64 2447 0 Y Yes 12
## 65 21072 2 Y No 25
## 66 26507 5 Y No 15
## 67 20206 6 Y No 18
## 68 19293 6 Y No 13
## 69 5530 0 Y No 13
## 70 5628 6 Y Yes 16
## 71 19394 9 Y No 19
## 72 7744 1 Y No 25
## 73 22670 9 Y Yes 11
## 74 13588 5 Y Yes 22
## 75 21782 4 Y No 13
## 76 4732 2 Y No 11
## 77 2967 2 Y No 11
## 78 26427 0 Y No 16
## 79 9256 1 Y No 12
## 80 25527 4 Y No 13
## 81 17491 4 Y No 13
## 82 12278 0 Y No 11
## 83 19877 2 Y No 16
## 84 21833 4 Y No 11
## 85 15972 3 Y Yes 19
## 86 9731 2 Y Yes 11
## 87 21293 0 Y No 11
## 88 21030 1 Y Yes 18
## 89 12066 8 Y No 24
## 90 3064 6 Y No 17
## 91 14810 1 Y Yes 19
## 92 8989 1 Y Yes 15
## 93 6152 1 Y No 11
## 94 9755 3 Y Yes 19
## 95 11262 1 Y No 15
## 96 19188 2 Y No 18
## 97 20467 3 Y No 20
## 98 12315 1 Y No 25
## 99 19757 0 Y No 14
## 100 22262 1 Y No 12
## 101 14674 3 Y Yes 18
## 102 20925 1 Y No 22
## 103 4605 1 Y Yes 15
## 104 21016 3 Y Yes 16
## 105 14470 1 Y No 18
## 106 3334 1 Y No 12
## 107 19711 3 Y Yes 13
## 108 20115 2 Y Yes 11
## 109 23648 4 Y Yes 22
## 110 13871 2 Y Yes 12
## 111 23288 0 Y Yes 18
## 112 18264 0 Y No 13
## 113 17171 7 Y No 13
## 114 4185 3 Y No 18
## 115 11761 4 Y Yes 13
## 116 23683 3 Y No 18
## 117 9369 0 Y Yes 21
## 118 24525 1 Y No 22
## 119 26551 1 Y No 11
## 120 24409 0 Y No 13
## 121 7636 0 Y No 15
## 122 19609 2 Y Yes 14
## 123 19519 4 Y Yes 16
## 124 12290 4 Y No 17
## 125 2261 2 Y No 16
## 126 22789 5 Y No 14
## 127 2755 1 Y No 11
## 128 9314 0 Y No 15
## 129 8509 4 Y No 11
## 130 15411 0 Y No 15
## 131 3666 8 Y No 11
## 132 22074 3 Y No 13
## 133 17810 7 Y Yes 12
## 134 26186 7 Y Yes 12
## 135 18092 3 Y No 14
## 136 19100 7 Y No 18
## 137 4821 0 Y Yes 17
## 138 24052 4 Y No 14
## 139 5869 1 Y No 19
## 140 25166 8 Y No 15
## 141 10901 8 Y No 18
## 142 16225 1 Y No 13
## 143 19948 6 Y Yes 15
## 144 12430 3 Y No 20
## 145 20933 1 Y No 12
## 146 9558 1 Y No 18
## 147 9558 4 Y No 19
## 148 16154 1 Y No 12
## 149 4488 1 Y No 21
## 150 23037 1 Y No 21
## 151 14776 1 Y No 13
## 152 10919 2 Y No 17
## 153 14115 1 Y No 22
## 154 2739 9 Y No 14
## 155 22929 0 Y Yes 20
## 156 16193 1 Y No 12
## 157 15891 1 Y No 20
## 158 17235 2 Y Yes 12
## 159 19281 1 Y No 14
## 160 8302 2 Y Yes 13
## 161 5041 2 Y Yes 16
## 162 3173 1 Y No 14
## 163 17102 2 Y No 11
## 164 17285 3 Y Yes 13
## 165 23726 2 Y Yes 13
## 166 18168 9 Y No 16
## 167 19196 4 Y Yes 24
## 168 22107 0 Y Yes 13
## 169 3297 1 Y Yes 11
## 170 6698 1 Y No 16
## 171 21632 7 Y No 13
## 172 14669 4 Y No 12
## 173 23398 8 Y No 19
## 174 6319 1 Y No 12
## 175 17881 1 Y No 11
## 176 24907 1 Y No 23
## 177 10554 2 Y No 16
## 178 7713 1 Y No 18
## 179 9358 4 Y Yes 12
## 180 11737 3 Y Yes 18
## 181 5288 3 Y No 14
## 182 21923 1 Y No 12
## 183 3425 2 Y No 15
## 184 12227 2 Y No 11
## 185 4345 1 Y No 11
## 186 7507 7 Y No 20
## 187 17119 1 Y No 11
## 188 12828 1 Y No 12
## 189 9659 7 Y No 17
## 190 13352 0 Y No 11
## 191 19760 1 Y Yes 12
## 192 10302 0 Y No 15
## 193 26312 1 Y No 11
## 194 2997 3 Y No 16
## 195 26376 1 Y No 11
## 196 7621 0 Y No 17
## 197 11533 9 Y Yes 15
## 198 4381 0 Y No 12
## 199 17588 1 Y Yes 11
## 200 22474 3 Y No 11
## 201 3735 2 Y No 17
## 202 5531 1 Y No 11
## 203 15417 7 Y No 14
## 204 4235 2 Y Yes 21
## 205 22308 4 Y Yes 20
## 206 6984 8 Y Yes 23
## 207 20750 1 Y No 16
## 208 10697 8 Y No 15
## 209 16379 2 Y No 12
## 210 24118 3 Y No 11
## 211 6582 0 Y No 22
## 212 9278 9 Y No 14
## 213 26085 6 Y Yes 12
## 214 22162 5 Y No 12
## 215 20490 3 Y No 16
## 216 4944 0 Y Yes 25
## 217 22376 6 Y No 18
## 218 21057 1 Y Yes 15
## 219 16092 1 Y No 12
## 220 23238 2 Y No 20
## 221 5431 1 Y No 13
## 222 17967 1 Y No 14
## 223 4933 1 Y No 11
## 224 6462 7 Y No 13
## 225 19146 6 Y No 22
## 226 14295 4 Y Yes 12
## 227 2690 1 Y Yes 11
## 228 24594 1 Y Yes 14
## 229 13273 2 Y Yes 22
## 230 26914 1 Y No 12
## 231 26619 1 Y Yes 12
## 232 14363 1 Y Yes 18
## 233 17477 1 Y No 14
## 234 19225 0 Y No 15
## 235 21075 1 Y Yes 11
## 236 13301 3 Y No 13
## 237 6670 4 Y No 11
## 238 7288 3 Y No 13
## 239 18938 0 Y Yes 14
## 240 9873 3 Y No 23
## 241 17624 0 Y No 12
## 242 17674 2 Y No 14
## 243 12853 2 Y Yes 11
## 244 20763 3 Y Yes 16
## 245 8504 1 Y No 11
## 246 20161 1 Y Yes 13
## 247 21081 6 Y Yes 13
## 248 17759 1 Y Yes 13
## 249 8931 1 Y No 11
## 250 6020 0 Y Yes 14
## 251 2993 4 Y Yes 20
## 252 20284 1 Y No 22
## 253 8861 3 Y No 15
## 254 16571 1 Y No 11
## 255 15596 3 Y No 12
## 256 2755 6 Y No 15
## 257 5118 4 Y No 17
## 258 12858 7 Y Yes 18
## 259 8450 1 Y Yes 12
## 260 18991 2 Y No 11
## 261 12414 2 Y No 13
## 262 8935 1 Y Yes 19
## 263 20489 1 Y No 11
## 264 14255 7 Y No 12
## 265 8232 0 Y No 18
## 266 4585 4 Y No 20
## 267 3458 3 Y No 15
## 268 6219 4 Y No 22
## 269 17181 2 Y Yes 23
## 270 6975 1 Y Yes 11
## 271 4244 2 Y Yes 20
## 272 3445 1 Y Yes 21
## 273 3787 0 Y No 19
## 274 25422 1 Y No 15
## 275 18437 1 Y No 12
## 276 19384 3 Y No 14
## 277 11148 1 Y No 12
## 278 16873 1 Y No 17
## 279 3840 3 Y No 13
## 280 23785 1 Y No 15
## 281 18779 5 Y No 12
## 282 18959 1 Y No 18
## 283 8392 6 Y No 11
## 284 12154 2 Y No 19
## 285 17485 5 Y No 11
## 286 20586 1 Y Yes 11
## 287 17725 4 Y Yes 13
## 288 20938 1 Y Yes 12
## 289 19920 3 Y Yes 22
## 290 12145 0 Y No 20
## 291 5197 9 Y No 12
## 292 19905 0 Y Yes 13
## 293 5348 1 Y No 12
## 294 13243 2 Y No 14
## 295 11133 1 Y No 21
## 296 12287 4 Y No 21
## 297 24301 1 Y No 16
## 298 10558 1 Y No 12
## 299 15970 0 Y No 11
## 300 17783 0 Y Yes 22
## PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1 3 4 80 2
## 2 3 4 80 1
## 3 4 3 80 1
## 4 3 3 80 0
## 5 3 3 80 2
## 6 4 3 80 0
## 7 3 2 80 2
## 8 3 4 80 3
## 9 3 2 80 0
## 10 3 1 80 0
## 11 3 4 80 1
## 12 3 2 80 0
## 13 3 4 80 2
## 14 3 4 80 0
## 15 3 1 80 0
## 16 3 4 80 0
## 17 3 4 80 0
## 18 3 2 80 2
## 19 3 3 80 0
## 20 3 1 80 2
## 21 3 3 80 0
## 22 4 3 80 1
## 23 3 4 80 0
## 24 3 4 80 1
## 25 3 2 80 1
## 26 3 4 80 0
## 27 3 2 80 1
## 28 3 3 80 0
## 29 3 3 80 2
## 30 3 1 80 0
## 31 3 3 80 0
## 32 3 4 80 0
## 33 3 4 80 0
## 34 3 2 80 1
## 35 3 1 80 0
## 36 3 3 80 2
## 37 3 4 80 1
## 38 3 3 80 0
## 39 3 1 80 1
## 40 3 3 80 0
## 41 4 2 80 0
## 42 3 3 80 0
## 43 3 3 80 3
## 44 3 4 80 0
## 45 4 2 80 1
## 46 3 4 80 0
## 47 3 4 80 0
## 48 3 1 80 2
## 49 3 1 80 0
## 50 3 3 80 2
## 51 3 1 80 0
## 52 3 3 80 0
## 53 3 2 80 1
## 54 3 3 80 1
## 55 3 3 80 1
## 56 3 3 80 1
## 57 3 3 80 0
## 58 3 3 80 1
## 59 3 1 80 1
## 60 4 3 80 1
## 61 3 4 80 0
## 62 3 4 80 1
## 63 3 1 80 0
## 64 3 2 80 0
## 65 4 2 80 0
## 66 3 3 80 0
## 67 3 3 80 0
## 68 3 1 80 0
## 69 3 3 80 2
## 70 3 4 80 0
## 71 3 3 80 0
## 72 4 2 80 0
## 73 3 2 80 2
## 74 4 3 80 1
## 75 3 2 80 1
## 76 3 2 80 0
## 77 3 3 80 0
## 78 3 4 80 0
## 79 3 3 80 0
## 80 3 2 80 1
## 81 3 1 80 2
## 82 3 4 80 1
## 83 3 1 80 2
## 84 3 4 80 2
## 85 3 4 80 1
## 86 3 2 80 1
## 87 3 3 80 0
## 88 3 4 80 0
## 89 4 3 80 0
## 90 3 3 80 0
## 91 3 2 80 1
## 92 3 4 80 1
## 93 3 3 80 0
## 94 3 1 80 0
## 95 3 3 80 1
## 96 3 4 80 1
## 97 4 3 80 1
## 98 4 4 80 1
## 99 3 4 80 0
## 100 3 3 80 0
## 101 3 3 80 0
## 102 4 3 80 0
## 103 3 2 80 1
## 104 3 4 80 3
## 105 3 3 80 1
## 106 3 2 80 0
## 107 3 4 80 1
## 108 3 4 80 1
## 109 4 4 80 0
## 110 3 3 80 0
## 111 3 3 80 1
## 112 3 4 80 0
## 113 3 3 80 2
## 114 3 1 80 1
## 115 3 3 80 1
## 116 3 3 80 1
## 117 4 1 80 1
## 118 4 4 80 3
## 119 3 3 80 3
## 120 3 3 80 0
## 121 3 1 80 2
## 122 3 3 80 0
## 123 3 3 80 1
## 124 3 3 80 1
## 125 3 4 80 1
## 126 3 3 80 1
## 127 3 3 80 0
## 128 3 2 80 1
## 129 3 3 80 1
## 130 3 3 80 0
## 131 3 4 80 1
## 132 3 3 80 1
## 133 3 4 80 0
## 134 3 3 80 0
## 135 3 4 80 1
## 136 3 2 80 1
## 137 3 1 80 1
## 138 3 2 80 1
## 139 3 4 80 3
## 140 3 3 80 0
## 141 3 3 80 1
## 142 3 2 80 1
## 143 3 4 80 0
## 144 4 1 80 0
## 145 3 1 80 3
## 146 3 3 80 0
## 147 3 1 80 0
## 148 3 2 80 0
## 149 4 4 80 0
## 150 4 3 80 1
## 151 3 3 80 1
## 152 3 4 80 0
## 153 4 4 80 1
## 154 3 2 80 0
## 155 4 4 80 0
## 156 3 3 80 1
## 157 4 3 80 3
## 158 3 3 80 0
## 159 3 4 80 0
## 160 3 3 80 1
## 161 3 2 80 1
## 162 3 2 80 2
## 163 3 3 80 0
## 164 3 1 80 2
## 165 3 2 80 1
## 166 3 4 80 0
## 167 4 1 80 1
## 168 3 4 80 1
## 169 3 3 80 3
## 170 3 4 80 0
## 171 3 3 80 0
## 172 3 3 80 0
## 173 3 1 80 0
## 174 3 3 80 0
## 175 3 2 80 1
## 176 4 4 80 1
## 177 3 2 80 1
## 178 3 4 80 1
## 179 3 1 80 1
## 180 3 3 80 1
## 181 3 1 80 1
## 182 3 4 80 2
## 183 3 4 80 1
## 184 3 3 80 1
## 185 3 3 80 1
## 186 4 4 80 0
## 187 3 3 80 0
## 188 3 1 80 0
## 189 3 1 80 1
## 190 3 1 80 0
## 191 3 2 80 3
## 192 3 4 80 1
## 193 3 4 80 0
## 194 3 1 80 1
## 195 3 3 80 0
## 196 3 3 80 0
## 197 3 3 80 3
## 198 3 4 80 1
## 199 3 2 80 1
## 200 3 3 80 2
## 201 3 2 80 1
## 202 3 3 80 1
## 203 3 3 80 3
## 204 4 3 80 1
## 205 4 4 80 3
## 206 4 3 80 1
## 207 3 4 80 0
## 208 3 4 80 0
## 209 3 2 80 0
## 210 3 3 80 1
## 211 4 3 80 0
## 212 3 1 80 2
## 213 3 4 80 0
## 214 3 3 80 1
## 215 3 2 80 1
## 216 4 2 80 1
## 217 3 1 80 2
## 218 3 4 80 2
## 219 3 3 80 2
## 220 4 1 80 0
## 221 3 3 80 3
## 222 3 4 80 2
## 223 3 4 80 0
## 224 3 3 80 0
## 225 4 1 80 2
## 226 3 3 80 0
## 227 3 2 80 0
## 228 3 4 80 2
## 229 4 3 80 3
## 230 3 3 80 1
## 231 3 4 80 1
## 232 3 4 80 0
## 233 3 4 80 2
## 234 3 3 80 0
## 235 3 3 80 0
## 236 3 3 80 0
## 237 3 4 80 0
## 238 3 3 80 1
## 239 3 3 80 0
## 240 4 4 80 0
## 241 3 4 80 0
## 242 3 2 80 0
## 243 3 4 80 1
## 244 3 4 80 0
## 245 3 1 80 1
## 246 3 1 80 1
## 247 3 3 80 1
## 248 3 3 80 1
## 249 3 1 80 0
## 250 3 4 80 0
## 251 4 2 80 0
## 252 4 2 80 2
## 253 3 2 80 3
## 254 3 3 80 3
## 255 3 4 80 1
## 256 3 4 80 0
## 257 3 4 80 1
## 258 3 3 80 0
## 259 3 2 80 0
## 260 3 1 80 1
## 261 3 4 80 2
## 262 3 1 80 1
## 263 3 4 80 0
## 264 3 4 80 2
## 265 3 4 80 1
## 266 4 4 80 1
## 267 3 3 80 0
## 268 4 4 80 2
## 269 4 2 80 0
## 270 3 3 80 1
## 271 4 1 80 2
## 272 4 3 80 2
## 273 3 2 80 0
## 274 3 4 80 0
## 275 3 3 80 0
## 276 3 2 80 0
## 277 3 2 80 0
## 278 3 2 80 1
## 279 3 3 80 1
## 280 3 3 80 0
## 281 3 1 80 1
## 282 3 4 80 1
## 283 3 2 80 1
## 284 3 2 80 1
## 285 3 1 80 0
## 286 3 1 80 0
## 287 3 3 80 1
## 288 3 2 80 0
## 289 4 4 80 1
## 290 4 4 80 0
## 291 3 4 80 0
## 292 3 2 80 2
## 293 3 2 80 1
## 294 3 4 80 0
## 295 4 1 80 0
## 296 4 3 80 0
## 297 3 1 80 0
## 298 3 3 80 0
## 299 3 3 80 1
## 300 4 1 80 1
## TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1 10 3 2 10
## 2 5 2 3 5
## 3 1 0 2 1
## 4 30 2 3 5
## 5 10 3 3 10
## 6 23 1 2 13
## 7 16 3 2 9
## 8 10 3 3 7
## 9 10 2 3 10
## 10 12 2 3 1
## 11 3 2 3 1
## 12 1 4 3 1
## 13 11 2 2 9
## 14 30 3 3 4
## 15 14 6 3 0
## 16 20 2 3 20
## 17 5 2 3 5
## 18 9 2 2 7
## 19 12 3 2 9
## 20 9 3 4 9
## 21 6 3 3 6
## 22 32 1 2 5
## 23 9 3 3 5
## 24 3 2 3 2
## 25 24 2 3 7
## 26 10 3 2 10
## 27 10 4 3 3
## 28 3 2 3 3
## 29 12 1 1 4
## 30 4 3 3 3
## 31 6 2 4 5
## 32 19 3 3 10
## 33 9 3 3 8
## 34 6 2 4 5
## 35 1 6 2 1
## 36 4 2 2 2
## 37 23 2 4 20
## 38 12 3 3 4
## 39 21 2 3 21
## 40 25 3 4 1
## 41 19 2 3 3
## 42 3 2 3 2
## 43 21 2 3 5
## 44 25 6 2 9
## 45 9 3 2 1
## 46 28 3 3 5
## 47 31 2 1 5
## 48 5 2 3 5
## 49 7 2 1 6
## 50 5 5 3 5
## 51 34 3 4 34
## 52 8 3 3 8
## 53 4 2 3 3
## 54 18 2 2 7
## 55 17 1 4 15
## 56 21 3 3 21
## 57 10 2 2 10
## 58 9 3 1 5
## 59 12 2 3 7
## 60 10 2 2 3
## 61 21 2 3 20
## 62 6 2 4 5
## 63 1 2 3 1
## 64 22 2 2 21
## 65 10 5 4 5
## 66 6 3 3 3
## 67 33 0 3 12
## 68 8 2 4 5
## 69 3 3 3 2
## 70 18 2 3 1
## 71 10 5 3 1
## 72 20 3 3 20
## 73 9 4 3 5
## 74 16 2 3 5
## 75 12 2 2 5
## 76 5 2 2 3
## 77 15 2 3 3
## 78 10 2 3 9
## 79 12 2 2 11
## 80 8 2 3 5
## 81 10 1 3 8
## 82 16 2 2 15
## 83 17 2 2 1
## 84 14 5 4 10
## 85 12 4 3 10
## 86 24 3 2 5
## 87 13 4 3 12
## 88 33 2 4 33
## 89 26 2 3 5
## 90 6 2 2 4
## 91 9 2 3 8
## 92 9 2 3 9
## 93 6 5 2 6
## 94 28 1 2 8
## 95 5 2 3 5
## 96 7 6 3 2
## 97 19 2 4 1
## 98 10 3 3 10
## 99 7 1 2 6
## 100 1 3 4 1
## 101 16 3 3 1
## 102 12 2 3 11
## 103 7 3 4 7
## 104 21 5 2 5
## 105 1 2 4 1
## 106 8 2 3 8
## 107 9 3 3 3
## 108 8 2 3 5
## 109 7 3 3 3
## 110 23 3 3 5
## 111 5 0 2 4
## 112 17 5 3 16
## 113 9 2 3 6
## 114 9 3 1 7
## 115 29 2 2 1
## 116 7 5 3 2
## 117 12 2 3 11
## 118 10 3 2 10
## 119 1 4 3 1
## 120 38 1 2 37
## 121 16 3 3 15
## 122 28 4 3 5
## 123 27 2 3 1
## 124 17 3 3 5
## 125 17 2 2 15
## 126 28 3 3 2
## 127 1 6 3 1
## 128 28 2 3 27
## 129 24 4 2 4
## 130 4 6 3 3
## 131 14 4 1 10
## 132 24 1 4 20
## 133 25 2 3 7
## 134 7 3 2 2
## 135 24 4 3 1
## 136 10 6 2 7
## 137 17 2 2 16
## 138 4 3 3 1
## 139 3 4 3 3
## 140 6 3 3 2
## 141 20 2 1 17
## 142 24 4 2 24
## 143 18 2 2 4
## 144 8 2 3 5
## 145 10 4 3 10
## 146 8 5 3 8
## 147 16 3 3 1
## 148 1 3 3 1
## 149 5 3 3 5
## 150 36 3 3 36
## 151 2 2 2 2
## 152 19 4 3 2
## 153 22 3 2 22
## 154 9 3 3 7
## 155 5 2 2 4
## 156 4 3 3 4
## 157 5 2 3 5
## 158 9 2 3 5
## 159 0 6 3 0
## 160 10 3 3 4
## 161 18 3 3 1
## 162 8 2 2 8
## 163 8 2 3 4
## 164 10 2 3 7
## 165 17 1 2 5
## 166 6 4 3 3
## 167 31 5 2 29
## 168 6 0 3 5
## 169 20 3 3 20
## 170 5 3 3 5
## 171 6 3 2 4
## 172 10 4 4 3
## 173 9 2 1 7
## 174 2 3 3 2
## 175 5 2 3 5
## 176 10 3 3 10
## 177 7 2 3 4
## 178 1 5 2 1
## 179 26 2 4 2
## 180 23 2 3 12
## 181 5 2 3 2
## 182 6 3 2 5
## 183 5 2 2 3
## 184 14 5 3 5
## 185 25 3 3 25
## 186 18 2 4 14
## 187 21 2 3 21
## 188 2 2 2 2
## 189 33 2 1 5
## 190 9 6 3 8
## 191 11 4 2 11
## 192 11 3 3 10
## 193 16 2 3 16
## 194 8 2 3 2
## 195 7 1 3 7
## 196 4 2 3 3
## 197 11 2 3 3
## 198 6 2 3 5
## 199 33 2 3 33
## 200 9 6 2 4
## 201 21 2 4 18
## 202 5 6 4 5
## 203 7 1 3 3
## 204 17 2 3 7
## 205 27 2 2 3
## 206 7 0 3 4
## 207 7 1 3 7
## 208 13 2 2 11
## 209 8 5 4 3
## 210 32 3 2 7
## 211 7 2 3 6
## 212 12 3 3 10
## 213 17 2 3 15
## 214 9 3 2 5
## 215 8 5 3 5
## 216 12 4 3 11
## 217 5 2 2 1
## 218 10 3 2 10
## 219 4 2 2 4
## 220 18 0 3 11
## 221 10 2 3 10
## 222 2 2 3 2
## 223 22 3 3 22
## 224 23 5 3 20
## 225 4 2 1 2
## 226 10 2 3 8
## 227 9 3 3 9
## 228 10 2 4 10
## 229 6 2 2 4
## 230 18 2 2 18
## 231 1 2 3 1
## 232 5 3 3 5
## 233 26 4 2 25
## 234 6 2 3 5
## 235 10 4 3 10
## 236 7 0 3 2
## 237 7 3 3 1
## 238 9 3 3 7
## 239 37 2 3 36
## 240 37 2 3 10
## 241 4 2 4 3
## 242 12 3 3 7
## 243 29 2 2 8
## 244 15 3 3 5
## 245 20 2 3 20
## 246 6 2 3 6
## 247 7 2 1 2
## 248 3 2 3 3
## 249 10 2 3 10
## 250 4 3 3 3
## 251 5 0 3 2
## 252 21 3 3 21
## 253 23 2 2 21
## 254 0 6 2 0
## 255 23 3 3 12
## 256 20 2 3 4
## 257 9 1 3 3
## 258 10 3 3 8
## 259 8 0 3 8
## 260 22 3 3 19
## 261 31 4 4 7
## 262 10 5 2 10
## 263 10 2 3 10
## 264 12 3 3 6
## 265 5 5 2 4
## 266 8 3 3 5
## 267 11 2 3 4
## 268 13 4 4 7
## 269 11 2 4 1
## 270 16 3 2 16
## 271 20 4 2 4
## 272 1 2 3 0
## 273 10 2 3 9
## 274 1 0 3 1
## 275 1 3 4 1
## 276 11 2 3 3
## 277 7 2 3 7
## 278 10 1 3 10
## 279 10 2 1 4
## 280 1 5 3 0
## 281 6 2 2 4
## 282 10 5 3 10
## 283 13 4 3 9
## 284 18 4 3 5
## 285 7 4 1 5
## 286 5 2 3 5
## 287 10 1 2 7
## 288 4 2 2 4
## 289 19 0 1 1
## 290 3 3 3 2
## 291 10 2 2 5
## 292 6 3 2 5
## 293 6 3 2 6
## 294 17 3 2 9
## 295 1 5 3 1
## 296 16 6 3 11
## 297 12 0 3 11
## 298 1 2 2 1
## 299 25 2 3 24
## 300 8 2 3 7
## YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
## 1 9 6 8
## 2 4 1 4
## 3 1 0 0
## 4 4 1 2
## 5 7 0 4
## 6 12 12 8
## 7 8 0 0
## 8 7 7 7
## 9 9 1 8
## 10 0 0 0
## 11 1 0 0
## 12 1 1 0
## 13 8 1 7
## 14 3 0 3
## 15 0 0 0
## 16 9 3 7
## 17 3 0 2
## 18 7 1 7
## 19 7 7 3
## 20 8 7 7
## 21 2 4 1
## 22 4 1 3
## 23 2 1 4
## 24 2 2 1
## 25 7 0 7
## 26 3 9 7
## 27 2 1 2
## 28 2 1 2
## 29 2 1 3
## 30 2 1 2
## 31 4 1 4
## 32 7 0 9
## 33 7 0 7
## 34 4 0 3
## 35 0 1 0
## 36 1 2 2
## 37 4 4 8
## 38 2 0 3
## 39 9 13 3
## 40 0 0 0
## 41 2 2 2
## 42 2 2 2
## 43 0 0 2
## 44 7 5 4
## 45 0 0 0
## 46 4 4 3
## 47 2 1 4
## 48 2 0 3
## 49 5 1 3
## 50 3 1 3
## 51 6 1 16
## 52 7 3 0
## 53 0 0 2
## 54 7 0 7
## 55 11 5 9
## 56 8 1 6
## 57 9 7 8
## 58 3 1 4
## 59 7 1 7
## 60 2 0 2
## 61 15 1 12
## 62 2 0 3
## 63 0 0 0
## 64 9 13 14
## 65 2 0 0
## 66 2 0 2
## 67 9 3 8
## 68 4 1 2
## 69 2 2 1
## 70 0 0 0
## 71 1 0 0
## 72 11 13 17
## 73 3 1 4
## 74 3 0 4
## 75 2 2 2
## 76 2 1 2
## 77 2 1 2
## 78 7 0 7
## 79 10 0 7
## 80 2 0 4
## 81 7 7 7
## 82 1 0 9
## 83 0 0 0
## 84 9 1 8
## 85 7 0 8
## 86 3 0 2
## 87 6 2 11
## 88 7 15 12
## 89 2 0 0
## 90 3 1 2
## 91 7 6 7
## 92 8 5 8
## 93 2 1 4
## 94 3 0 7
## 95 4 1 2
## 96 1 2 2
## 97 0 0 0
## 98 0 7 9
## 99 2 1 5
## 100 0 0 0
## 101 0 0 0
## 102 8 5 8
## 103 7 5 6
## 104 3 1 3
## 105 0 0 0
## 106 7 1 3
## 107 2 0 2
## 108 2 1 4
## 109 2 0 2
## 110 3 4 4
## 111 2 3 2
## 112 6 0 13
## 113 2 1 3
## 114 7 1 7
## 115 0 0 0
## 116 2 2 2
## 117 9 5 7
## 118 4 1 9
## 119 0 0 0
## 120 10 1 8
## 121 13 5 8
## 122 4 0 4
## 123 0 0 0
## 124 2 0 3
## 125 7 6 13
## 126 0 2 2
## 127 0 0 0
## 128 10 15 7
## 129 2 1 2
## 130 2 1 2
## 131 9 9 8
## 132 6 14 17
## 133 1 0 7
## 134 2 2 2
## 135 0 1 0
## 136 7 6 2
## 137 8 4 11
## 138 0 0 0
## 139 2 1 2
## 140 2 2 2
## 141 9 0 15
## 142 7 14 9
## 143 2 3 3
## 144 4 1 4
## 145 8 7 7
## 146 7 7 7
## 147 0 0 0
## 148 0 0 0
## 149 3 0 2
## 150 6 2 13
## 151 2 0 2
## 152 2 2 2
## 153 3 11 11
## 154 7 0 2
## 155 2 2 3
## 156 2 3 2
## 157 4 0 0
## 158 4 1 0
## 159 0 0 0
## 160 0 2 3
## 161 0 0 0
## 162 6 1 7
## 163 2 1 3
## 164 7 7 7
## 165 3 1 3
## 166 2 1 2
## 167 10 11 10
## 168 4 1 4
## 169 8 3 8
## 170 4 0 3
## 171 3 0 1
## 172 2 1 2
## 173 6 0 7
## 174 2 2 1
## 175 2 0 4
## 176 7 1 7
## 177 2 0 2
## 178 0 0 1
## 179 2 0 1
## 180 11 11 11
## 181 2 2 0
## 182 3 1 4
## 183 2 0 2
## 184 4 0 4
## 185 10 3 9
## 186 7 8 10
## 187 6 8 6
## 188 2 1 2
## 189 4 1 4
## 190 7 1 7
## 191 8 2 7
## 192 8 0 7
## 193 15 1 10
## 194 2 2 2
## 195 4 0 6
## 196 2 2 2
## 197 2 0 2
## 198 4 1 4
## 199 9 0 10
## 200 3 2 3
## 201 16 0 11
## 202 3 0 3
## 203 2 1 2
## 204 7 7 7
## 205 2 0 2
## 206 2 0 2
## 207 5 0 7
## 208 7 1 7
## 209 2 1 2
## 210 0 0 6
## 211 4 0 4
## 212 9 9 8
## 213 7 4 12
## 214 3 1 3
## 215 2 1 2
## 216 10 5 7
## 217 0 0 0
## 218 2 6 7
## 219 2 0 2
## 220 9 0 9
## 221 9 1 2
## 222 2 2 2
## 223 17 11 15
## 224 18 15 15
## 225 2 2 2
## 226 7 0 0
## 227 6 1 1
## 228 2 0 2
## 229 3 0 2
## 230 7 12 17
## 231 0 0 0
## 232 3 0 3
## 233 9 14 13
## 234 4 4 3
## 235 7 0 8
## 236 2 2 2
## 237 1 0 0
## 238 7 0 7
## 239 10 4 13
## 240 9 7 7
## 241 2 1 2
## 242 7 0 7
## 243 1 7 7
## 244 4 0 1
## 245 7 2 13
## 246 5 1 2
## 247 2 2 2
## 248 2 0 2
## 249 8 4 7
## 250 2 2 2
## 251 2 2 2
## 252 16 5 10
## 253 6 12 6
## 254 0 0 0
## 255 9 4 9
## 256 3 1 3
## 257 2 0 2
## 258 4 1 7
## 259 7 7 4
## 260 7 11 16
## 261 7 0 0
## 262 8 9 6
## 263 8 6 0
## 264 3 0 1
## 265 2 1 3
## 266 4 0 3
## 267 3 1 2
## 268 7 5 7
## 269 0 0 0
## 270 10 10 1
## 271 2 0 3
## 272 0 0 0
## 273 4 1 7
## 274 0 0 0
## 275 0 0 0
## 276 2 1 2
## 277 7 0 7
## 278 9 0 9
## 279 3 0 2
## 280 0 0 0
## 281 1 0 3
## 282 7 2 8
## 283 4 7 0
## 284 4 0 3
## 285 3 0 0
## 286 4 1 2
## 287 7 1 0
## 288 3 1 2
## 289 0 0 0
## 290 2 2 2
## 291 2 2 3
## 292 3 4 3
## 293 4 1 1
## 294 6 0 8
## 295 0 0 0
## 296 8 3 9
## 297 8 5 7
## 298 0 0 1
## 299 0 1 7
## 300 6 7 7noSalaryDataframeCSV## ID Age Attrition BusinessTravel DailyRate Department
## 1 871 43 No Travel_Frequently 1422 Sales
## 2 872 33 No Travel_Rarely 461 Research & Development
## 3 873 55 Yes Travel_Rarely 267 Sales
## 4 874 36 No Non-Travel 1351 Research & Development
## 5 875 27 No Travel_Rarely 1302 Research & Development
## 6 876 39 Yes Travel_Rarely 895 Sales
## 7 877 33 No Non-Travel 750 Sales
## 8 878 21 Yes Travel_Frequently 251 Research & Development
## 9 879 30 No Travel_Frequently 1312 Research & Development
## 10 880 51 No Travel_Rarely 1405 Research & Development
## 11 881 46 Yes Travel_Rarely 377 Sales
## 12 882 40 No Travel_Rarely 329 Research & Development
## 13 883 29 No Travel_Rarely 1176 Sales
## 14 884 27 No Travel_Frequently 829 Sales
## 15 885 29 No Travel_Rarely 1210 Sales
## 16 886 22 Yes Travel_Rarely 617 Research & Development
## 17 887 29 No Travel_Rarely 726 Research & Development
## 18 888 34 No Travel_Rarely 167 Research & Development
## 19 889 31 No Travel_Rarely 655 Research & Development
## 20 890 35 No Travel_Rarely 528 Human Resources
## 21 891 40 No Travel_Rarely 523 Research & Development
## 22 892 30 No Travel_Rarely 1288 Sales
## 23 893 46 Yes Travel_Rarely 669 Sales
## 24 894 27 No Travel_Frequently 1410 Sales
## 25 895 49 No Travel_Rarely 1490 Research & Development
## 26 896 46 No Travel_Rarely 706 Research & Development
## 27 897 33 Yes Travel_Rarely 211 Sales
## 28 898 42 No Non-Travel 495 Research & Development
## 29 899 34 No Travel_Rarely 507 Sales
## 30 900 36 No Travel_Rarely 329 Research & Development
## 31 901 27 No Travel_Rarely 591 Research & Development
## 32 902 44 No Travel_Frequently 383 Sales
## 33 903 48 No Travel_Rarely 492 Sales
## 34 904 40 No Travel_Rarely 543 Research & Development
## 35 905 45 No Travel_Rarely 1234 Sales
## 36 906 33 No Travel_Frequently 970 Sales
## 37 907 46 No Travel_Frequently 638 Research & Development
## 38 908 37 No Travel_Rarely 1192 Research & Development
## 39 909 28 Yes Travel_Rarely 1434 Research & Development
## 40 910 32 No Travel_Rarely 827 Research & Development
## 41 911 43 No Travel_Rarely 920 Research & Development
## 42 912 38 No Travel_Frequently 1444 Human Resources
## 43 913 40 No Travel_Rarely 616 Research & Development
## 44 914 34 No Travel_Rarely 1354 Research & Development
## 45 915 41 No Travel_Rarely 549 Research & Development
## 46 916 23 No Travel_Rarely 507 Research & Development
## 47 917 28 No Travel_Rarely 1217 Research & Development
## 48 918 26 No Travel_Rarely 572 Sales
## 49 919 28 No Travel_Rarely 1144 Sales
## 50 920 59 No Travel_Rarely 1324 Research & Development
## 51 921 30 No Travel_Rarely 413 Sales
## 52 922 35 No Travel_Rarely 1229 Research & Development
## 53 923 36 Yes Travel_Rarely 660 Research & Development
## 54 924 42 No Non-Travel 179 Human Resources
## 55 925 54 No Travel_Rarely 584 Research & Development
## 56 926 40 No Travel_Rarely 1171 Research & Development
## 57 927 32 No Travel_Rarely 604 Sales
## 58 928 38 No Travel_Rarely 201 Research & Development
## 59 929 22 No Non-Travel 1123 Research & Development
## 60 930 32 No Travel_Frequently 1005 Research & Development
## 61 931 34 No Non-Travel 1375 Sales
## 62 932 32 No Travel_Rarely 1018 Research & Development
## 63 933 41 No Travel_Rarely 645 Sales
## 64 934 58 Yes Travel_Frequently 781 Research & Development
## 65 935 20 Yes Travel_Rarely 129 Research & Development
## 66 936 24 Yes Travel_Frequently 381 Research & Development
## 67 937 46 No Travel_Rarely 644 Research & Development
## 68 938 51 Yes Travel_Frequently 1150 Research & Development
## 69 939 39 No Travel_Rarely 116 Research & Development
## 70 940 28 No Travel_Rarely 1172 Sales
## 71 941 40 Yes Travel_Rarely 676 Research & Development
## 72 942 39 No Travel_Rarely 1462 Sales
## 73 943 59 No Travel_Rarely 1435 Sales
## 74 944 27 No Travel_Rarely 1055 Research & Development
## 75 945 18 No Travel_Rarely 812 Sales
## 76 946 29 No Travel_Frequently 995 Research & Development
## 77 947 21 Yes Travel_Rarely 337 Sales
## 78 948 26 No Travel_Rarely 1349 Research & Development
## 79 949 26 Yes Travel_Frequently 426 Human Resources
## 80 950 47 Yes Travel_Frequently 719 Sales
## 81 951 42 No Non-Travel 355 Research & Development
## 82 952 40 No Travel_Rarely 300 Sales
## 83 953 37 No Travel_Rarely 124 Research & Development
## 84 954 27 No Travel_Frequently 1297 Research & Development
## 85 955 39 No Non-Travel 439 Research & Development
## 86 956 45 No Travel_Rarely 176 Human Resources
## 87 957 56 No Travel_Rarely 1400 Research & Development
## 88 958 32 No Non-Travel 1109 Research & Development
## 89 959 41 No Travel_Rarely 1206 Sales
## 90 960 58 Yes Travel_Rarely 286 Research & Development
## 91 961 29 No Travel_Rarely 665 Research & Development
## 92 962 40 No Travel_Rarely 1300 Research & Development
## 93 963 38 No Travel_Frequently 471 Research & Development
## 94 964 39 No Travel_Rarely 141 Human Resources
## 95 965 25 No Travel_Rarely 1280 Research & Development
## 96 966 50 No Travel_Rarely 989 Research & Development
## 97 967 29 No Travel_Rarely 468 Research & Development
## 98 968 36 No Travel_Rarely 164 Sales
## 99 969 50 No Travel_Frequently 1421 Research & Development
## 100 970 26 Yes Travel_Rarely 1449 Research & Development
## 101 971 27 No Travel_Rarely 954 Sales
## 102 972 31 No Travel_Rarely 616 Research & Development
## 103 973 28 No Travel_Frequently 791 Research & Development
## 104 974 20 No Travel_Rarely 959 Research & Development
## 105 975 24 No Travel_Rarely 1206 Research & Development
## 106 976 29 Yes Travel_Rarely 896 Research & Development
## 107 977 48 No Travel_Rarely 277 Research & Development
## 108 978 39 Yes Travel_Rarely 360 Research & Development
## 109 979 35 No Travel_Rarely 607 Research & Development
## 110 980 49 No Travel_Rarely 1098 Research & Development
## 111 981 35 No Travel_Rarely 1402 Sales
## 112 982 46 No Travel_Rarely 1125 Sales
## 113 983 52 No Travel_Rarely 1323 Research & Development
## 114 984 26 No Travel_Rarely 1167 Sales
## 115 985 36 No Travel_Rarely 1120 Sales
## 116 986 32 Yes Travel_Frequently 238 Research & Development
## 117 987 22 Yes Travel_Frequently 1256 Research & Development
## 118 988 32 No Travel_Rarely 601 Sales
## 119 989 39 No Travel_Frequently 945 Research & Development
## 120 990 31 No Travel_Rarely 408 Research & Development
## 121 991 39 No Travel_Rarely 1383 Human Resources
## 122 992 24 No Travel_Rarely 581 Research & Development
## 123 993 30 No Travel_Rarely 1240 Human Resources
## 124 994 40 No Travel_Frequently 1184 Sales
## 125 995 38 No Non-Travel 152 Sales
## 126 996 34 No Travel_Rarely 665 Research & Development
## 127 997 38 No Travel_Frequently 1391 Research & Development
## 128 998 54 No Travel_Rarely 971 Research & Development
## 129 999 35 No Travel_Rarely 882 Sales
## 130 1000 32 Yes Travel_Rarely 374 Research & Development
## 131 1001 46 No Travel_Rarely 945 Human Resources
## 132 1002 47 No Travel_Frequently 1309 Sales
## 133 1003 32 No Travel_Rarely 977 Research & Development
## 134 1004 47 No Travel_Rarely 983 Research & Development
## 135 1005 48 No Travel_Rarely 1108 Research & Development
## 136 1006 34 No Travel_Rarely 735 Sales
## 137 1007 20 No Travel_Rarely 1141 Sales
## 138 1008 38 No Travel_Rarely 688 Research & Development
## 139 1009 53 No Travel_Rarely 1223 Research & Development
## 140 1010 53 No Travel_Rarely 1436 Sales
## 141 1011 37 Yes Travel_Frequently 504 Research & Development
## 142 1012 34 No Travel_Rarely 1031 Research & Development
## 143 1013 32 No Travel_Rarely 588 Sales
## 144 1014 34 Yes Travel_Frequently 234 Research & Development
## 145 1015 30 Yes Travel_Frequently 334 Sales
## 146 1016 43 No Travel_Rarely 990 Research & Development
## 147 1017 42 No Travel_Rarely 269 Research & Development
## 148 1018 35 No Travel_Rarely 662 Sales
## 149 1019 30 No Travel_Rarely 1339 Sales
## 150 1020 18 No Non-Travel 287 Research & Development
## 151 1021 45 No Travel_Rarely 561 Sales
## 152 1022 36 No Non-Travel 845 Sales
## 153 1023 39 No Travel_Rarely 835 Research & Development
## 154 1024 45 No Non-Travel 1238 Research & Development
## 155 1025 41 No Travel_Frequently 857 Research & Development
## 156 1026 39 No Non-Travel 105 Research & Development
## 157 1027 31 No Travel_Rarely 106 Human Resources
## 158 1028 25 No Travel_Rarely 891 Sales
## 159 1029 24 Yes Travel_Rarely 693 Sales
## 160 1030 44 Yes Travel_Rarely 1376 Human Resources
## 161 1031 32 No Travel_Rarely 499 Sales
## 162 1032 43 No Travel_Rarely 244 Human Resources
## 163 1033 27 No Travel_Rarely 269 Research & Development
## 164 1034 26 No Travel_Rarely 482 Research & Development
## 165 1035 40 No Non-Travel 663 Research & Development
## 166 1036 20 Yes Travel_Rarely 1362 Research & Development
## 167 1037 25 No Travel_Rarely 883 Sales
## 168 1038 54 No Travel_Rarely 397 Human Resources
## 169 1039 39 No Travel_Rarely 1253 Research & Development
## 170 1040 29 No Travel_Rarely 657 Research & Development
## 171 1041 31 Yes Travel_Frequently 307 Research & Development
## 172 1042 33 No Travel_Rarely 1198 Research & Development
## 173 1043 36 No Travel_Rarely 557 Sales
## 174 1044 36 No Travel_Rarely 928 Sales
## 175 1045 28 No Non-Travel 1103 Research & Development
## 176 1046 28 Yes Travel_Frequently 1009 Research & Development
## 177 1047 38 Yes Travel_Rarely 903 Research & Development
## 178 1048 33 No Travel_Frequently 553 Research & Development
## 179 1049 27 Yes Travel_Rarely 135 Research & Development
## 180 1050 35 Yes Travel_Rarely 763 Sales
## 181 1051 53 Yes Travel_Rarely 607 Research & Development
## 182 1052 36 No Travel_Frequently 635 Research & Development
## 183 1053 43 No Travel_Rarely 1473 Research & Development
## 184 1054 28 No Travel_Rarely 995 Research & Development
## 185 1055 27 No Travel_Frequently 591 Research & Development
## 186 1056 25 Yes Travel_Rarely 688 Research & Development
## 187 1057 27 No Travel_Frequently 472 Research & Development
## 188 1058 43 No Travel_Rarely 1034 Sales
## 189 1059 37 No Travel_Rarely 1239 Human Resources
## 190 1060 28 No Travel_Rarely 1451 Research & Development
## 191 1061 57 No Travel_Rarely 405 Research & Development
## 192 1062 34 No Travel_Frequently 426 Research & Development
## 193 1063 33 No Travel_Frequently 1296 Research & Development
## 194 1064 23 Yes Travel_Rarely 427 Sales
## 195 1065 58 No Non-Travel 390 Research & Development
## 196 1066 23 No Travel_Rarely 650 Research & Development
## 197 1067 40 No Travel_Rarely 1194 Research & Development
## 198 1068 60 No Travel_Rarely 422 Research & Development
## 199 1069 33 No Travel_Frequently 430 Sales
## 200 1070 50 No Travel_Rarely 316 Sales
## 201 1071 27 No Travel_Rarely 1291 Sales
## 202 1072 31 No Travel_Rarely 480 Research & Development
## 203 1073 20 No Travel_Rarely 654 Sales
## 204 1074 30 No Travel_Rarely 305 Research & Development
## 205 1075 56 No Travel_Rarely 1443 Sales
## 206 1076 46 No Travel_Rarely 1402 Sales
## 207 1077 53 No Travel_Rarely 1282 Research & Development
## 208 1078 31 No Travel_Rarely 311 Research & Development
## 209 1079 36 No Travel_Rarely 506 Research & Development
## 210 1080 42 No Travel_Frequently 532 Research & Development
## 211 1081 40 No Travel_Rarely 1322 Research & Development
## 212 1082 35 No Travel_Rarely 287 Research & Development
## 213 1083 23 Yes Travel_Frequently 638 Sales
## 214 1084 35 No Travel_Rarely 619 Sales
## 215 1085 38 No Travel_Frequently 216 Research & Development
## 216 1086 40 No Travel_Frequently 580 Sales
## 217 1087 31 No Travel_Rarely 1003 Sales
## 218 1088 38 No Travel_Rarely 268 Research & Development
## 219 1089 31 No Travel_Rarely 691 Research & Development
## 220 1090 27 No Travel_Rarely 205 Sales
## 221 1091 29 No Travel_Rarely 144 Sales
## 222 1092 36 No Non-Travel 301 Sales
## 223 1093 37 No Travel_Frequently 663 Research & Development
## 224 1094 40 No Travel_Rarely 107 Sales
## 225 1095 25 No Non-Travel 675 Research & Development
## 226 1096 37 No Travel_Rarely 446 Research & Development
## 227 1097 37 No Travel_Rarely 1017 Research & Development
## 228 1098 30 Yes Travel_Frequently 600 Human Resources
## 229 1099 32 No Travel_Rarely 1062 Research & Development
## 230 1100 37 Yes Travel_Rarely 370 Research & Development
## 231 1101 40 No Travel_Rarely 989 Research & Development
## 232 1102 40 No Travel_Rarely 759 Sales
## 233 1103 38 No Non-Travel 1327 Sales
## 234 1104 53 No Travel_Rarely 661 Sales
## 235 1105 36 No Travel_Rarely 188 Research & Development
## 236 1106 29 No Travel_Frequently 490 Research & Development
## 237 1107 27 No Travel_Rarely 1103 Research & Development
## 238 1108 44 No Travel_Rarely 1112 Human Resources
## 239 1109 27 No Travel_Frequently 1242 Sales
## 240 1110 35 No Travel_Rarely 682 Sales
## 241 1111 35 No Non-Travel 208 Research & Development
## 242 1112 59 No Travel_Rarely 1089 Sales
## 243 1113 33 Yes Travel_Rarely 1277 Research & Development
## 244 1114 50 Yes Travel_Frequently 562 Sales
## 245 1115 47 No Travel_Rarely 1180 Research & Development
## 246 1116 27 No Travel_Frequently 1131 Research & Development
## 247 1117 37 No Travel_Rarely 1305 Research & Development
## 248 1118 28 No Non-Travel 1476 Research & Development
## 249 1119 58 No Travel_Rarely 1272 Research & Development
## 250 1120 34 No Travel_Rarely 204 Sales
## 251 1121 50 Yes Travel_Rarely 410 Sales
## 252 1122 48 No Non-Travel 1262 Research & Development
## 253 1123 31 No Travel_Frequently 1125 Research & Development
## 254 1124 45 No Non-Travel 1195 Research & Development
## 255 1125 34 No Travel_Rarely 1320 Research & Development
## 256 1126 19 Yes Travel_Frequently 602 Sales
## 257 1127 24 Yes Travel_Frequently 1287 Research & Development
## 258 1128 52 No Travel_Rarely 1325 Research & Development
## 259 1129 41 No Travel_Rarely 334 Sales
## 260 1130 22 No Travel_Rarely 217 Research & Development
## 261 1131 31 No Travel_Frequently 1327 Research & Development
## 262 1132 39 No Travel_Rarely 412 Research & Development
## 263 1133 42 No Travel_Rarely 622 Research & Development
## 264 1134 38 No Travel_Frequently 148 Research & Development
## 265 1135 32 Yes Travel_Rarely 1033 Research & Development
## 266 1136 26 No Travel_Rarely 192 Research & Development
## 267 1137 37 No Travel_Rarely 921 Research & Development
## 268 1138 41 No Travel_Frequently 1018 Sales
## 269 1139 38 No Travel_Rarely 119 Sales
## 270 1140 43 No Travel_Rarely 1291 Research & Development
## 271 1141 31 No Travel_Rarely 1463 Research & Development
## 272 1142 42 No Travel_Rarely 691 Sales
## 273 1143 48 No Travel_Rarely 1355 Research & Development
## 274 1144 28 No Travel_Rarely 821 Sales
## 275 1145 44 No Travel_Frequently 602 Human Resources
## 276 1146 45 No Travel_Rarely 374 Sales
## 277 1147 34 No Travel_Rarely 628 Research & Development
## 278 1148 31 No Travel_Rarely 471 Research & Development
## 279 1149 29 No Travel_Rarely 1010 Research & Development
## 280 1150 30 No Travel_Rarely 288 Research & Development
## 281 1151 38 No Travel_Frequently 693 Research & Development
## 282 1152 27 No Travel_Frequently 793 Sales
## 283 1153 54 No Travel_Frequently 928 Research & Development
## 284 1154 28 Yes Travel_Rarely 1485 Research & Development
## 285 1155 49 No Travel_Rarely 470 Research & Development
## 286 1156 51 No Travel_Rarely 313 Research & Development
## 287 1157 29 Yes Travel_Rarely 341 Sales
## 288 1158 36 No Travel_Rarely 430 Research & Development
## 289 1159 27 No Travel_Rarely 199 Research & Development
## 290 1160 36 No Travel_Rarely 216 Research & Development
## 291 1161 44 Yes Travel_Rarely 1097 Research & Development
## 292 1162 38 No Travel_Rarely 168 Research & Development
## 293 1163 29 No Travel_Frequently 574 Research & Development
## 294 1164 37 No Travel_Rarely 799 Research & Development
## 295 1165 26 Yes Travel_Frequently 887 Research & Development
## 296 1166 32 No Travel_Frequently 116 Research & Development
## 297 1167 40 No Travel_Rarely 1492 Research & Development
## 298 1168 30 No Travel_Rarely 1082 Sales
## 299 1169 27 No Travel_Rarely 798 Research & Development
## 300 1170 37 No Travel_Rarely 290 Research & Development
## DistanceFromHome Education EducationField EmployeeCount EmployeeNumber
## 1 2 4 Life Sciences 1 1849
## 2 13 1 Life Sciences 1 995
## 3 13 4 Marketing 1 1372
## 4 9 4 Life Sciences 1 1949
## 5 19 3 Other 1 1619
## 6 5 3 Technical Degree 1 42
## 7 22 2 Marketing 1 160
## 8 10 2 Life Sciences 1 1279
## 9 23 3 Life Sciences 1 159
## 10 11 2 Technical Degree 1 1367
## 11 9 3 Marketing 1 1457
## 12 1 4 Life Sciences 1 1361
## 13 3 2 Medical 1 690
## 14 8 1 Marketing 1 800
## 15 2 3 Medical 1 366
## 16 3 1 Life Sciences 1 926
## 17 29 1 Life Sciences 1 1859
## 18 8 5 Life Sciences 1 775
## 19 7 4 Life Sciences 1 76
## 20 8 4 Technical Degree 1 1164
## 21 2 3 Life Sciences 1 1346
## 22 29 4 Technical Degree 1 1568
## 23 9 2 Medical 1 118
## 24 3 1 Medical 1 714
## 25 7 4 Life Sciences 1 1484
## 26 2 2 Life Sciences 1 1857
## 27 16 3 Life Sciences 1 1758
## 28 2 1 Life Sciences 1 1334
## 29 15 2 Medical 1 1356
## 30 2 3 Life Sciences 1 501
## 31 2 1 Medical 1 7
## 32 1 5 Marketing 1 1481
## 33 16 4 Life Sciences 1 1557
## 34 1 4 Life Sciences 1 2012
## 35 11 2 Life Sciences 1 1045
## 36 7 3 Life Sciences 1 1114
## 37 1 3 Medical 1 124
## 38 5 2 Medical 1 460
## 39 5 4 Technical Degree 1 65
## 40 1 1 Life Sciences 1 134
## 41 3 3 Life Sciences 1 1255
## 42 1 4 Other 1 1972
## 43 2 2 Life Sciences 1 1802
## 44 5 3 Medical 1 153
## 45 7 2 Medical 1 1025
## 46 20 1 Life Sciences 1 1533
## 47 1 3 Medical 1 1834
## 48 10 3 Medical 1 1836
## 49 10 1 Medical 1 1056
## 50 3 3 Medical 1 10
## 51 7 1 Marketing 1 585
## 52 8 1 Life Sciences 1 63
## 53 15 3 Other 1 1052
## 54 2 5 Medical 1 1231
## 55 22 5 Medical 1 1665
## 56 10 4 Life Sciences 1 483
## 57 8 3 Medical 1 1304
## 58 10 3 Medical 1 2015
## 59 16 2 Medical 1 22
## 60 2 2 Life Sciences 1 8
## 61 10 3 Life Sciences 1 1774
## 62 3 2 Life Sciences 1 727
## 63 1 3 Marketing 1 534
## 64 2 1 Life Sciences 1 918
## 65 4 3 Technical Degree 1 960
## 66 9 3 Medical 1 1494
## 67 1 4 Medical 1 288
## 68 8 4 Life Sciences 1 179
## 69 24 1 Life Sciences 1 2014
## 70 3 3 Medical 1 1875
## 71 9 4 Life Sciences 1 1534
## 72 6 3 Medical 1 1588
## 73 25 3 Life Sciences 1 81
## 74 2 4 Life Sciences 1 1027
## 75 10 3 Medical 1 411
## 76 2 1 Life Sciences 1 1590
## 77 7 1 Marketing 1 1780
## 78 23 3 Life Sciences 1 560
## 79 17 4 Life Sciences 1 608
## 80 27 2 Life Sciences 1 785
## 81 10 4 Technical Degree 1 1854
## 82 26 3 Marketing 1 1066
## 83 3 3 Other 1 1062
## 84 5 2 Life Sciences 1 1850
## 85 9 3 Life Sciences 1 1132
## 86 4 3 Life Sciences 1 1744
## 87 7 3 Life Sciences 1 112
## 88 29 4 Medical 1 1046
## 89 23 2 Life Sciences 1 1678
## 90 2 4 Life Sciences 1 825
## 91 15 3 Life Sciences 1 346
## 92 24 2 Technical Degree 1 335
## 93 12 3 Life Sciences 1 837
## 94 3 3 Human Resources 1 760
## 95 7 1 Medical 1 143
## 96 7 2 Medical 1 80
## 97 28 4 Medical 1 2054
## 98 2 2 Medical 1 513
## 99 2 3 Medical 1 1215
## 100 16 4 Medical 1 394
## 101 9 3 Marketing 1 1965
## 102 12 3 Medical 1 961
## 103 1 4 Medical 1 1286
## 104 1 3 Life Sciences 1 657
## 105 17 1 Medical 1 1009
## 106 18 1 Medical 1 315
## 107 6 3 Life Sciences 1 1022
## 108 23 3 Medical 1 1310
## 109 9 3 Life Sciences 1 880
## 110 4 2 Medical 1 1256
## 111 28 4 Life Sciences 1 1554
## 112 10 3 Marketing 1 580
## 113 2 3 Life Sciences 1 316
## 114 5 3 Other 1 2060
## 115 11 4 Marketing 1 2045
## 116 5 2 Life Sciences 1 1939
## 117 3 4 Life Sciences 1 1203
## 118 7 5 Marketing 1 1446
## 119 22 3 Medical 1 1043
## 120 9 4 Life Sciences 1 493
## 121 2 3 Life Sciences 1 909
## 122 9 3 Medical 1 1707
## 123 9 3 Human Resources 1 184
## 124 2 4 Medical 1 1212
## 125 10 3 Technical Degree 1 983
## 126 6 4 Other 1 138
## 127 10 1 Medical 1 1006
## 128 1 3 Medical 1 1422
## 129 3 4 Life Sciences 1 984
## 130 25 4 Life Sciences 1 911
## 131 5 2 Medical 1 103
## 132 4 1 Medical 1 467
## 133 2 3 Medical 1 1671
## 134 2 2 Medical 1 574
## 135 15 4 Other 1 1576
## 136 3 1 Medical 1 1915
## 137 2 3 Medical 1 1657
## 138 23 4 Life Sciences 1 393
## 139 7 2 Medical 1 1201
## 140 6 2 Marketing 1 205
## 141 10 3 Medical 1 342
## 142 6 4 Life Sciences 1 151
## 143 8 2 Technical Degree 1 436
## 144 9 4 Life Sciences 1 1807
## 145 26 4 Marketing 1 299
## 146 27 3 Technical Degree 1 1599
## 147 2 3 Medical 1 351
## 148 1 5 Marketing 1 204
## 149 5 3 Life Sciences 1 228
## 150 5 2 Life Sciences 1 1012
## 151 2 3 Other 1 606
## 152 1 5 Medical 1 479
## 153 19 4 Other 1 1871
## 154 1 1 Life Sciences 1 1712
## 155 10 3 Life Sciences 1 199
## 156 9 3 Life Sciences 1 2022
## 157 2 3 Human Resources 1 424
## 158 4 2 Life Sciences 1 527
## 159 3 2 Life Sciences 1 720
## 160 1 2 Medical 1 1098
## 161 2 1 Marketing 1 1396
## 162 2 3 Life Sciences 1 1778
## 163 5 1 Technical Degree 1 844
## 164 1 2 Life Sciences 1 1893
## 165 9 4 Other 1 1449
## 166 10 1 Medical 1 701
## 167 26 1 Medical 1 781
## 168 19 4 Medical 1 698
## 169 10 1 Medical 1 1800
## 170 27 3 Medical 1 793
## 171 29 2 Medical 1 355
## 172 1 4 Other 1 939
## 173 3 3 Medical 1 2024
## 174 1 2 Life Sciences 1 857
## 175 16 3 Medical 1 1947
## 176 1 3 Medical 1 1111
## 177 2 3 Medical 1 1573
## 178 5 4 Life Sciences 1 428
## 179 17 4 Life Sciences 1 1405
## 180 15 2 Medical 1 1645
## 181 2 5 Technical Degree 1 1572
## 182 18 1 Medical 1 286
## 183 8 4 Other 1 526
## 184 9 3 Medical 1 930
## 185 2 3 Medical 1 1648
## 186 3 3 Medical 1 538
## 187 1 1 Technical Degree 1 274
## 188 16 3 Marketing 1 327
## 189 8 2 Other 1 1794
## 190 2 1 Life Sciences 1 1136
## 191 1 2 Life Sciences 1 1483
## 192 10 4 Life Sciences 1 1615
## 193 6 3 Life Sciences 1 692
## 194 7 3 Life Sciences 1 1702
## 195 1 4 Life Sciences 1 422
## 196 9 1 Medical 1 758
## 197 2 4 Medical 1 2051
## 198 7 3 Life Sciences 1 549
## 199 7 3 Medical 1 1477
## 200 8 4 Marketing 1 738
## 201 11 3 Medical 1 1364
## 202 7 2 Medical 1 524
## 203 21 3 Marketing 1 1226
## 204 16 3 Life Sciences 1 1763
## 205 11 5 Marketing 1 1935
## 206 2 3 Marketing 1 1204
## 207 5 3 Other 1 32
## 208 20 3 Life Sciences 1 1881
## 209 3 3 Technical Degree 1 397
## 210 29 2 Life Sciences 1 547
## 211 2 4 Life Sciences 1 2048
## 212 1 4 Life Sciences 1 2052
## 213 9 3 Marketing 1 2023
## 214 1 3 Marketing 1 600
## 215 23 3 Life Sciences 1 12
## 216 5 4 Life Sciences 1 729
## 217 5 3 Technical Degree 1 1749
## 218 2 5 Medical 1 773
## 219 5 4 Technical Degree 1 423
## 220 10 3 Marketing 1 1403
## 221 10 1 Marketing 1 463
## 222 15 4 Marketing 1 2036
## 223 11 3 Other 1 306
## 224 10 3 Technical Degree 1 1239
## 225 5 2 Life Sciences 1 369
## 226 1 4 Life Sciences 1 635
## 227 1 2 Medical 1 340
## 228 8 3 Human Resources 1 1747
## 229 2 3 Medical 1 471
## 230 10 4 Medical 1 1809
## 231 4 1 Medical 1 253
## 232 2 2 Marketing 1 516
## 233 2 2 Life Sciences 1 361
## 234 7 2 Marketing 1 862
## 235 7 4 Other 1 949
## 236 10 3 Life Sciences 1 1143
## 237 14 3 Life Sciences 1 1244
## 238 1 4 Life Sciences 1 665
## 239 20 3 Life Sciences 1 293
## 240 18 4 Medical 1 1945
## 241 8 4 Life Sciences 1 1630
## 242 1 2 Technical Degree 1 1048
## 243 15 1 Medical 1 582
## 244 8 2 Technical Degree 1 723
## 245 25 3 Medical 1 1993
## 246 15 3 Life Sciences 1 1870
## 247 10 4 Life Sciences 1 518
## 248 1 3 Life Sciences 1 1315
## 249 5 3 Technical Degree 1 940
## 250 14 3 Technical Degree 1 666
## 251 28 3 Marketing 1 2055
## 252 1 4 Medical 1 1116
## 253 1 3 Life Sciences 1 1956
## 254 2 2 Medical 1 264
## 255 20 3 Technical Degree 1 1265
## 256 1 1 Technical Degree 1 235
## 257 7 3 Life Sciences 1 647
## 258 11 4 Life Sciences 1 813
## 259 2 4 Life Sciences 1 410
## 260 8 1 Life Sciences 1 1019
## 261 3 4 Medical 1 337
## 262 13 4 Medical 1 1307
## 263 2 4 Life Sciences 1 659
## 264 2 3 Medical 1 1675
## 265 9 3 Medical 1 190
## 266 1 2 Medical 1 1083
## 267 10 3 Medical 1 486
## 268 1 3 Marketing 1 1349
## 269 3 3 Life Sciences 1 307
## 270 15 2 Life Sciences 1 1666
## 271 23 3 Medical 1 367
## 272 8 4 Marketing 1 35
## 273 4 4 Life Sciences 1 1024
## 274 5 4 Medical 1 916
## 275 1 5 Human Resources 1 1642
## 276 20 3 Life Sciences 1 2046
## 277 8 3 Medical 1 2068
## 278 4 3 Medical 1 1916
## 279 1 3 Life Sciences 1 1249
## 280 2 3 Life Sciences 1 117
## 281 7 3 Life Sciences 1 1382
## 282 2 1 Life Sciences 1 1371
## 283 20 4 Life Sciences 1 450
## 284 12 1 Life Sciences 1 1175
## 285 20 4 Medical 1 170
## 286 3 3 Medical 1 258
## 287 1 3 Medical 1 896
## 288 2 4 Other 1 1847
## 289 6 3 Life Sciences 1 1162
## 290 6 2 Medical 1 178
## 291 10 4 Life Sciences 1 1200
## 292 1 3 Life Sciences 1 743
## 293 20 1 Medical 1 1852
## 294 1 3 Technical Degree 1 623
## 295 5 2 Medical 1 848
## 296 13 3 Other 1 1234
## 297 20 4 Technical Degree 1 1092
## 298 12 3 Technical Degree 1 533
## 299 6 4 Medical 1 655
## 300 21 3 Life Sciences 1 267
## EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1 1 Male 92 3 2
## 2 2 Female 53 3 1
## 3 1 Male 85 4 4
## 4 1 Male 66 4 1
## 5 4 Male 67 2 1
## 6 4 Male 56 3 2
## 7 3 Male 95 3 2
## 8 1 Female 45 2 1
## 9 1 Male 96 1 1
## 10 4 Female 82 2 4
## 11 1 Male 52 3 3
## 12 2 Male 88 3 1
## 13 2 Female 62 3 2
## 14 3 Male 84 3 2
## 15 1 Male 78 2 2
## 16 2 Female 34 3 2
## 17 4 Male 93 1 2
## 18 2 Female 32 3 2
## 19 4 Male 48 3 2
## 20 3 Male 100 3 1
## 21 3 Male 98 3 2
## 22 3 Male 33 3 3
## 23 3 Male 64 2 3
## 24 4 Female 71 4 2
## 25 3 Male 35 3 3
## 26 4 Male 82 3 3
## 27 1 Female 74 3 3
## 28 3 Male 37 3 4
## 29 3 Female 66 3 2
## 30 4 Female 96 3 1
## 31 1 Male 40 3 1
## 32 1 Female 79 3 2
## 33 3 Female 96 3 2
## 34 1 Male 83 3 1
## 35 4 Female 90 3 4
## 36 4 Female 30 3 2
## 37 3 Male 40 2 3
## 38 4 Male 61 3 2
## 39 3 Male 50 3 1
## 40 4 Male 71 3 1
## 41 3 Male 96 1 5
## 42 4 Male 88 3 1
## 43 3 Female 99 3 1
## 44 3 Female 45 2 3
## 45 4 Female 42 3 2
## 46 1 Male 97 3 2
## 47 3 Female 67 3 1
## 48 3 Male 46 3 2
## 49 4 Male 74 3 1
## 50 3 Female 81 4 1
## 51 4 Male 57 3 1
## 52 4 Male 36 4 1
## 53 1 Male 81 3 2
## 54 4 Male 79 4 2
## 55 2 Female 91 3 4
## 56 4 Female 46 4 1
## 57 3 Male 56 4 2
## 58 2 Female 99 1 3
## 59 4 Male 96 4 1
## 60 4 Male 79 3 1
## 61 4 Male 87 3 2
## 62 3 Female 39 3 3
## 63 2 Male 49 4 3
## 64 4 Male 57 2 1
## 65 1 Male 84 3 1
## 66 2 Male 89 3 1
## 67 4 Male 97 3 3
## 68 1 Male 53 1 3
## 69 1 Male 52 3 2
## 70 2 Female 78 3 1
## 71 4 Male 86 3 1
## 72 4 Male 38 4 3
## 73 1 Female 99 3 3
## 74 1 Female 47 3 2
## 75 4 Female 69 2 1
## 76 1 Male 87 3 2
## 77 2 Male 31 3 1
## 78 1 Female 90 3 1
## 79 2 Female 58 3 1
## 80 2 Female 77 4 2
## 81 3 Male 38 3 1
## 82 3 Male 74 3 2
## 83 4 Female 35 3 2
## 84 4 Female 53 3 1
## 85 3 Male 70 3 2
## 86 3 Female 56 1 3
## 87 4 Male 49 1 3
## 88 4 Female 69 3 1
## 89 4 Male 80 3 3
## 90 4 Male 31 3 5
## 91 3 Male 60 3 1
## 92 1 Male 62 3 2
## 93 1 Male 45 2 2
## 94 3 Female 44 4 2
## 95 4 Male 64 2 1
## 96 2 Female 43 2 5
## 97 4 Female 73 2 1
## 98 2 Male 61 2 3
## 99 4 Female 30 3 4
## 100 1 Male 45 3 1
## 101 4 Male 44 3 2
## 102 4 Female 41 3 2
## 103 4 Male 44 3 1
## 104 4 Female 83 2 1
## 105 4 Female 41 2 2
## 106 3 Male 86 2 1
## 107 1 Male 97 2 2
## 108 3 Male 93 3 1
## 109 4 Female 66 2 3
## 110 1 Male 85 2 5
## 111 2 Female 98 2 1
## 112 3 Female 94 2 3
## 113 3 Female 89 2 1
## 114 4 Female 30 2 1
## 115 2 Female 100 2 2
## 116 1 Female 47 4 1
## 117 3 Male 48 2 1
## 118 4 Male 97 3 2
## 119 4 Female 82 3 3
## 120 3 Male 42 2 1
## 121 4 Female 42 2 2
## 122 3 Male 62 4 1
## 123 3 Male 48 3 2
## 124 2 Male 62 3 2
## 125 3 Female 85 3 2
## 126 1 Female 41 3 2
## 127 3 Male 66 3 1
## 128 4 Female 54 3 4
## 129 4 Male 92 3 3
## 130 1 Male 87 3 1
## 131 2 Male 80 3 2
## 132 2 Male 99 3 2
## 133 4 Male 45 3 2
## 134 1 Female 65 3 2
## 135 3 Female 65 3 1
## 136 4 Female 75 2 2
## 137 3 Female 31 3 1
## 138 4 Male 82 3 2
## 139 4 Female 50 3 5
## 140 2 Male 34 3 2
## 141 1 Male 61 3 3
## 142 3 Female 45 2 2
## 143 3 Female 65 2 2
## 144 4 Male 93 3 2
## 145 3 Female 52 2 2
## 146 4 Male 87 4 1
## 147 4 Female 56 2 1
## 148 3 Male 94 3 3
## 149 2 Female 41 3 3
## 150 2 Male 73 3 1
## 151 4 Male 61 3 2
## 152 4 Female 45 3 2
## 153 4 Male 41 3 2
## 154 3 Male 74 2 3
## 155 4 Male 91 2 4
## 156 4 Male 87 3 5
## 157 1 Male 62 2 2
## 158 2 Female 99 2 2
## 159 1 Female 65 3 2
## 160 2 Male 91 2 3
## 161 3 Male 36 3 2
## 162 2 Male 97 3 1
## 163 3 Male 42 2 3
## 164 2 Female 90 2 1
## 165 3 Male 81 3 2
## 166 4 Male 32 3 1
## 167 3 Female 32 3 2
## 168 3 Male 88 3 3
## 169 3 Male 65 3 3
## 170 2 Female 66 3 2
## 171 3 Male 71 2 1
## 172 3 Male 100 2 1
## 173 1 Female 94 2 3
## 174 2 Male 56 3 2
## 175 3 Male 49 3 1
## 176 1 Male 45 2 1
## 177 3 Male 81 3 2
## 178 4 Female 74 3 3
## 179 4 Female 51 3 1
## 180 1 Male 59 1 2
## 181 3 Female 78 2 3
## 182 2 Female 73 3 1
## 183 3 Female 74 3 2
## 184 3 Female 77 3 1
## 185 4 Male 87 3 1
## 186 1 Male 91 3 1
## 187 3 Male 60 2 2
## 188 4 Female 80 3 4
## 189 3 Male 89 3 2
## 190 1 Male 67 2 1
## 191 2 Male 93 4 2
## 192 3 Male 42 4 2
## 193 3 Male 30 3 2
## 194 3 Male 99 3 1
## 195 4 Male 32 1 2
## 196 2 Male 37 3 1
## 197 3 Female 98 3 1
## 198 1 Female 41 3 5
## 199 4 Male 54 3 2
## 200 4 Male 54 3 1
## 201 3 Female 98 4 1
## 202 2 Female 31 3 2
## 203 3 Male 43 4 1
## 204 3 Male 58 4 2
## 205 4 Female 89 2 2
## 206 3 Female 69 3 4
## 207 3 Female 58 3 5
## 208 2 Male 89 3 2
## 209 3 Male 30 3 2
## 210 1 Female 92 3 2
## 211 3 Male 52 2 1
## 212 3 Female 62 1 1
## 213 4 Male 33 3 1
## 214 2 Male 85 3 2
## 215 4 Male 44 2 3
## 216 4 Male 48 2 3
## 217 1 Male 51 3 2
## 218 4 Male 92 3 1
## 219 3 Male 86 3 1
## 220 4 Female 98 2 2
## 221 4 Female 39 2 2
## 222 4 Male 88 1 2
## 223 2 Male 47 3 3
## 224 2 Female 84 2 2
## 225 2 Male 85 4 2
## 226 2 Female 65 3 2
## 227 3 Female 83 2 1
## 228 3 Female 66 2 1
## 229 3 Female 75 3 1
## 230 4 Male 58 3 2
## 231 4 Female 46 3 5
## 232 4 Female 46 3 2
## 233 4 Male 39 2 2
## 234 1 Female 78 2 3
## 235 2 Male 65 3 1
## 236 4 Female 61 3 1
## 237 1 Male 42 3 1
## 238 1 Female 50 2 2
## 239 4 Female 90 3 2
## 240 2 Male 71 3 2
## 241 3 Female 52 3 2
## 242 2 Male 66 3 3
## 243 2 Male 56 3 3
## 244 2 Male 50 3 2
## 245 1 Male 84 3 3
## 246 4 Female 77 2 1
## 247 3 Male 49 3 2
## 248 3 Female 55 1 2
## 249 3 Female 37 2 3
## 250 3 Female 31 3 1
## 251 4 Male 39 2 3
## 252 1 Male 35 4 4
## 253 4 Male 48 1 2
## 254 1 Male 65 2 4
## 255 3 Female 89 4 1
## 256 3 Female 100 1 1
## 257 1 Female 55 3 1
## 258 4 Female 82 3 2
## 259 4 Male 88 3 4
## 260 2 Male 94 1 1
## 261 2 Male 73 3 3
## 262 3 Female 94 2 4
## 263 3 Female 81 3 2
## 264 4 Female 42 2 1
## 265 1 Female 41 3 1
## 266 1 Male 59 2 1
## 267 3 Female 98 3 1
## 268 3 Female 66 3 2
## 269 1 Male 76 3 3
## 270 3 Male 65 2 4
## 271 2 Male 64 2 2
## 272 3 Male 48 3 2
## 273 3 Male 78 2 3
## 274 1 Male 98 3 2
## 275 1 Male 37 3 2
## 276 4 Female 50 3 2
## 277 2 Male 82 4 2
## 278 1 Female 62 4 1
## 279 1 Female 97 3 1
## 280 3 Male 99 2 2
## 281 4 Male 57 4 1
## 282 4 Male 43 1 2
## 283 4 Female 31 3 2
## 284 3 Female 79 3 1
## 285 3 Female 96 3 2
## 286 4 Female 98 3 4
## 287 2 Female 48 2 1
## 288 4 Female 73 3 2
## 289 4 Male 55 2 1
## 290 2 Male 84 3 2
## 291 3 Male 96 3 1
## 292 3 Female 81 3 3
## 293 4 Male 40 3 1
## 294 2 Female 59 3 3
## 295 3 Female 88 2 1
## 296 3 Female 77 2 1
## 297 1 Male 61 3 3
## 298 2 Female 83 3 2
## 299 1 Female 66 2 1
## 300 2 Male 65 4 1
## JobRole JobSatisfaction MaritalStatus MonthlyRate
## 1 Sales Executive 4 Married 19246
## 2 Research Scientist 4 Single 17241
## 3 Sales Executive 3 Single 9277
## 4 Laboratory Technician 2 Married 9238
## 5 Laboratory Technician 1 Divorced 16290
## 6 Sales Representative 4 Married 3335
## 7 Sales Executive 2 Married 15480
## 8 Laboratory Technician 3 Single 25308
## 9 Research Scientist 3 Divorced 22310
## 10 Manufacturing Director 2 Single 24439
## 11 Sales Executive 4 Divorced 15986
## 12 Laboratory Technician 2 Married 6762
## 13 Sales Executive 3 Married 3487
## 14 Sales Executive 4 Married 24008
## 15 Sales Executive 2 Married 3687
## 16 Manufacturing Director 3 Married 10022
## 17 Healthcare Representative 3 Divorced 21143
## 18 Manufacturing Director 1 Divorced 4187
## 19 Laboratory Technician 4 Divorced 9528
## 20 Human Resources 3 Single 7108
## 21 Research Scientist 4 Single 22455
## 22 Sales Executive 2 Married 17799
## 23 Sales Executive 4 Single 13596
## 24 Sales Executive 4 Divorced 16673
## 25 Healthcare Representative 2 Divorced 20948
## 26 Manufacturing Director 4 Divorced 19989
## 27 Sales Executive 1 Single 10092
## 28 Manager 3 Married 26582
## 29 Sales Executive 1 Single 23553
## 30 Research Scientist 3 Married 11868
## 31 Laboratory Technician 2 Married 16632
## 32 Sales Executive 3 Married 9282
## 33 Sales Executive 3 Divorced 13693
## 34 Laboratory Technician 4 Married 4060
## 35 Manager 4 Married 5404
## 36 Sales Executive 2 Married 13401
## 37 Healthcare Representative 1 Married 3142
## 38 Manufacturing Director 4 Divorced 23177
## 39 Laboratory Technician 3 Single 11179
## 40 Research Scientist 1 Single 15178
## 41 Research Director 4 Married 18625
## 42 Human Resources 2 Married 5224
## 43 Laboratory Technician 1 Married 25605
## 44 Manager 1 Single 5615
## 45 Manufacturing Director 3 Single 23371
## 46 Laboratory Technician 3 Single 24812
## 47 Research Scientist 1 Married 12719
## 48 Sales Executive 4 Single 9125
## 49 Sales Representative 2 Married 23384
## 50 Laboratory Technician 1 Married 9964
## 51 Sales Representative 2 Single 18398
## 52 Laboratory Technician 4 Married 4892
## 53 Laboratory Technician 3 Divorced 7858
## 54 Human Resources 1 Married 12858
## 55 Manager 3 Married 18685
## 56 Laboratory Technician 3 Married 22495
## 57 Sales Executive 4 Married 11693
## 58 Research Director 3 Married 3376
## 59 Laboratory Technician 4 Divorced 7324
## 60 Laboratory Technician 4 Single 11864
## 61 Sales Executive 3 Divorced 12313
## 62 Research Director 4 Single 19373
## 63 Sales Executive 1 Married 19566
## 64 Laboratory Technician 4 Divorced 13384
## 65 Laboratory Technician 1 Single 13008
## 66 Laboratory Technician 1 Single 16998
## 67 Healthcare Representative 1 Divorced 12368
## 68 Manufacturing Director 4 Single 25150
## 69 Research Scientist 4 Single 5340
## 70 Sales Representative 2 Married 3692
## 71 Laboratory Technician 1 Single 21831
## 72 Sales Executive 3 Married 4658
## 73 Sales Executive 1 Single 2354
## 74 Manufacturing Director 4 Married 4658
## 75 Sales Representative 3 Single 9724
## 76 Healthcare Representative 4 Divorced 24483
## 77 Sales Representative 2 Single 4567
## 78 Research Scientist 4 Divorced 3032
## 79 Human Resources 3 Divorced 22808
## 80 Sales Executive 3 Single 10339
## 81 Research Scientist 3 Married 6161
## 82 Sales Executive 1 Married 22217
## 83 Healthcare Representative 2 Single 13848
## 84 Laboratory Technician 4 Single 19826
## 85 Laboratory Technician 2 Single 8770
## 86 Human Resources 3 Married 6595
## 87 Manufacturing Director 4 Single 21698
## 88 Laboratory Technician 3 Single 11135
## 89 Sales Executive 3 Single 11591
## 90 Research Director 2 Single 25761
## 91 Research Scientist 4 Single 22673
## 92 Research Scientist 4 Divorced 24447
## 93 Healthcare Representative 1 Divorced 4284
## 94 Human Resources 2 Married 18767
## 95 Research Scientist 4 Married 26897
## 96 Research Director 3 Divorced 16701
## 97 Research Scientist 1 Single 8489
## 98 Sales Executive 3 Married 3809
## 99 Manager 1 Married 9490
## 100 Laboratory Technician 2 Divorced 14180
## 101 Sales Executive 4 Single 5099
## 102 Healthcare Representative 4 Married 17369
## 103 Laboratory Technician 3 Single 6842
## 104 Research Scientist 2 Single 11757
## 105 Manufacturing Director 3 Divorced 24117
## 106 Research Scientist 4 Single 14961
## 107 Healthcare Representative 3 Single 13119
## 108 Research Scientist 1 Single 22154
## 109 Manufacturing Director 3 Married 23457
## 110 Manager 3 Married 12124
## 111 Sales Representative 3 Married 26204
## 112 Sales Executive 4 Married 11563
## 113 Laboratory Technician 4 Single 3300
## 114 Sales Representative 3 Single 21378
## 115 Sales Executive 4 Married 14369
## 116 Research Scientist 3 Single 15318
## 117 Research Scientist 4 Married 4223
## 118 Sales Executive 4 Married 23343
## 119 Manufacturing Director 1 Single 5083
## 120 Research Scientist 2 Single 7551
## 121 Human Resources 4 Married 7790
## 122 Research Scientist 3 Married 17616
## 123 Human Resources 4 Married 13982
## 124 Sales Executive 2 Married 25440
## 125 Sales Executive 4 Single 19899
## 126 Research Scientist 3 Single 12482
## 127 Research Scientist 3 Married 12127
## 128 Research Director 4 Single 5652
## 129 Sales Executive 4 Divorced 6812
## 130 Laboratory Technician 4 Single 18016
## 131 Human Resources 2 Divorced 10425
## 132 Sales Representative 3 Single 25751
## 133 Research Scientist 2 Divorced 25518
## 134 Manufacturing Director 4 Divorced 7389
## 135 Research Scientist 1 Married 16530
## 136 Sales Executive 4 Married 16495
## 137 Sales Representative 3 Single 13251
## 138 Healthcare Representative 4 Divorced 18899
## 139 Manager 3 Divorced 18640
## 140 Sales Representative 3 Married 16047
## 141 Manufacturing Director 3 Divorced 22573
## 142 Research Scientist 2 Divorced 15000
## 143 Sales Executive 2 Married 24624
## 144 Laboratory Technician 1 Married 6208
## 145 Sales Executive 1 Single 22967
## 146 Laboratory Technician 2 Divorced 5855
## 147 Laboratory Technician 1 Divorced 8007
## 148 Sales Executive 2 Married 11439
## 149 Sales Executive 4 Married 8053
## 150 Research Scientist 4 Single 13493
## 151 Sales Executive 2 Married 16177
## 152 Sales Executive 4 Single 15276
## 153 Research Scientist 4 Divorced 5141
## 154 Healthcare Representative 3 Married 3395
## 155 Manager 1 Divorced 12888
## 156 Manager 4 Single 15302
## 157 Human Resources 1 Married 17822
## 158 Sales Executive 4 Single 12090
## 159 Sales Executive 3 Single 24785
## 160 Human Resources 1 Married 2326
## 161 Sales Executive 2 Married 20497
## 162 Human Resources 4 Single 5033
## 163 Research Director 4 Divorced 8842
## 164 Research Scientist 3 Married 14908
## 165 Laboratory Technician 3 Divorced 23099
## 166 Research Scientist 3 Single 26999
## 167 Sales Executive 4 Single 22807
## 168 Human Resources 2 Married 6729
## 169 Research Director 3 Single 7914
## 170 Healthcare Representative 3 Married 25549
## 171 Laboratory Technician 2 Single 11652
## 172 Research Scientist 1 Single 3339
## 173 Sales Executive 4 Married 12695
## 174 Sales Executive 4 Married 2823
## 175 Research Scientist 3 Single 2122
## 176 Laboratory Technician 2 Divorced 7160
## 177 Manufacturing Director 2 Married 7653
## 178 Manager 2 Married 23364
## 179 Research Scientist 3 Single 25681
## 180 Sales Executive 4 Divorced 22098
## 181 Manufacturing Director 4 Married 14618
## 182 Laboratory Technician 4 Single 7703
## 183 Healthcare Representative 3 Divorced 2227
## 184 Research Scientist 3 Divorced 9834
## 185 Research Scientist 4 Single 6297
## 186 Laboratory Technician 1 Married 9396
## 187 Manufacturing Director 1 Married 9679
## 188 Manager 4 Married 7744
## 189 Human Resources 2 Divorced 12832
## 190 Research Scientist 2 Married 19911
## 191 Research Scientist 3 Married 2721
## 192 Manufacturing Director 4 Divorced 17000
## 193 Healthcare Representative 4 Divorced 5335
## 194 Sales Representative 4 Divorced 25103
## 195 Healthcare Representative 3 Divorced 17056
## 196 Laboratory Technician 1 Married 4344
## 197 Research Scientist 3 Married 12549
## 198 Manager 1 Married 3854
## 199 Sales Executive 1 Married 17456
## 200 Sales Representative 2 Married 9983
## 201 Sales Representative 4 Married 6527
## 202 Manufacturing Director 1 Married 4156
## 203 Sales Representative 4 Single 5050
## 204 Healthcare Representative 3 Married 9128
## 205 Sales Executive 1 Married 20328
## 206 Manager 1 Married 24097
## 207 Manager 3 Divorced 10735
## 208 Laboratory Technician 3 Divorced 18624
## 209 Research Scientist 2 Single 26285
## 210 Research Scientist 3 Divorced 12932
## 211 Research Scientist 3 Single 2725
## 212 Research Scientist 4 Married 8952
## 213 Sales Representative 1 Married 26956
## 214 Sales Executive 3 Married 18659
## 215 Manufacturing Director 3 Single 8787
## 216 Sales Executive 1 Married 23772
## 217 Sales Executive 3 Married 20943
## 218 Research Scientist 3 Married 20471
## 219 Research Scientist 4 Married 10077
## 220 Sales Executive 4 Married 7100
## 221 Sales Executive 2 Divorced 11866
## 222 Sales Executive 4 Divorced 10436
## 223 Research Director 4 Divorced 10056
## 224 Sales Executive 2 Divorced 11591
## 225 Healthcare Representative 1 Divorced 18384
## 226 Manufacturing Director 2 Married 15701
## 227 Research Scientist 1 Married 18697
## 228 Human Resources 4 Divorced 9732
## 229 Laboratory Technician 2 Married 3956
## 230 Manufacturing Director 1 Single 4992
## 231 Manager 3 Married 6499
## 232 Sales Executive 2 Divorced 22553
## 233 Sales Executive 4 Married 19682
## 234 Sales Executive 4 Married 20715
## 235 Research Scientist 4 Single 23293
## 236 Research Scientist 2 Divorced 17940
## 237 Research Scientist 1 Married 14377
## 238 Human Resources 3 Single 26894
## 239 Sales Executive 3 Single 12916
## 240 Sales Executive 1 Married 15975
## 241 Healthcare Representative 3 Married 12250
## 242 Manager 4 Married 11038
## 243 Manager 3 Married 24619
## 244 Sales Executive 3 Married 23452
## 245 Healthcare Representative 3 Single 13084
## 246 Research Scientist 1 Married 23844
## 247 Manufacturing Director 2 Single 21123
## 248 Laboratory Technician 4 Married 16392
## 249 Healthcare Representative 2 Divorced 9255
## 250 Sales Representative 3 Divorced 2912
## 251 Sales Executive 1 Divorced 16586
## 252 Manager 4 Single 16154
## 253 Research Scientist 1 Married 5771
## 254 Manager 4 Married 20462
## 255 Research Scientist 3 Married 21643
## 256 Sales Representative 1 Single 20989
## 257 Laboratory Technician 3 Married 14168
## 258 Laboratory Technician 3 Married 21821
## 259 Manager 2 Single 15896
## 260 Laboratory Technician 1 Married 6881
## 261 Research Director 3 Divorced 13523
## 262 Manager 2 Divorced 17334
## 263 Healthcare Representative 4 Married 5718
## 264 Laboratory Technician 2 Single 23826
## 265 Laboratory Technician 1 Single 10224
## 266 Laboratory Technician 1 Married 11141
## 267 Laboratory Technician 1 Married 17663
## 268 Sales Executive 1 Divorced 4297
## 269 Sales Executive 3 Divorced 9647
## 270 Research Director 3 Married 3525
## 271 Healthcare Representative 4 Married 14408
## 272 Sales Executive 2 Married 21173
## 273 Healthcare Representative 3 Single 22245
## 274 Sales Executive 4 Single 24252
## 275 Human Resources 4 Married 10503
## 276 Sales Executive 3 Single 23333
## 277 Laboratory Technician 3 Married 10228
## 278 Laboratory Technician 3 Divorced 16031
## 279 Research Scientist 4 Divorced 5598
## 280 Healthcare Representative 4 Married 15830
## 281 Research Scientist 3 Divorced 15748
## 282 Sales Executive 4 Single 20392
## 283 Research Scientist 3 Single 16885
## 284 Laboratory Technician 4 Married 22955
## 285 Manufacturing Director 1 Married 5549
## 286 Healthcare Representative 2 Single 7192
## 287 Sales Representative 3 Divorced 23522
## 288 Research Scientist 2 Married 19573
## 289 Research Scientist 3 Married 7950
## 290 Manufacturing Director 2 Divorced 2819
## 291 Research Scientist 3 Single 10826
## 292 Manufacturing Director 3 Single 15397
## 293 Laboratory Technician 4 Married 7003
## 294 Manufacturing Director 4 Single 23848
## 295 Research Scientist 3 Married 20898
## 296 Laboratory Technician 2 Married 7331
## 297 Healthcare Representative 4 Married 26542
## 298 Sales Executive 3 Single 19558
## 299 Research Scientist 3 Divorced 5013
## 300 Research Scientist 1 Married 22977
## NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating
## 1 1 Y No 20 4
## 2 3 Y No 18 3
## 3 6 Y Yes 17 3
## 4 1 Y No 22 4
## 5 1 Y No 11 3
## 6 3 Y No 14 3
## 7 0 Y No 13 3
## 8 1 Y No 20 4
## 9 1 Y No 25 4
## 10 3 Y No 16 3
## 11 4 Y No 11 3
## 12 3 Y No 22 4
## 13 1 Y No 14 3
## 14 0 Y No 19 3
## 15 2 Y No 19 3
## 16 0 Y Yes 19 3
## 17 8 Y No 17 3
## 18 3 Y No 14 3
## 19 3 Y No 22 4
## 20 1 Y No 17 3
## 21 1 Y No 13 3
## 22 3 Y No 12 3
## 23 1 Y No 16 3
## 24 1 Y Yes 20 4
## 25 3 Y No 14 3
## 26 3 Y No 14 3
## 27 2 Y Yes 20 4
## 28 0 Y Yes 13 3
## 29 1 Y No 12 3
## 30 4 Y No 13 3
## 31 9 Y No 12 3
## 32 7 Y No 12 3
## 33 8 Y No 14 3
## 34 8 Y No 19 3
## 35 3 Y No 13 3
## 36 0 Y No 17 3
## 37 2 Y Yes 13 3
## 38 7 Y No 16 3
## 39 1 Y Yes 13 3
## 40 1 Y No 13 3
## 41 3 Y No 14 3
## 42 0 Y Yes 11 3
## 43 4 Y No 17 3
## 44 2 Y No 12 3
## 45 6 Y No 14 3
## 46 0 Y No 14 3
## 47 1 Y No 25 4
## 48 1 Y No 13 3
## 49 1 Y No 22 4
## 50 4 Y Yes 20 4
## 51 0 Y No 14 3
## 52 1 Y No 19 3
## 53 7 Y No 14 3
## 54 7 Y No 16 3
## 55 3 Y No 25 4
## 56 3 Y Yes 13 3
## 57 1 Y No 15 3
## 58 3 Y No 12 3
## 59 1 Y Yes 13 3
## 60 0 Y No 13 3
## 61 1 Y Yes 14 3
## 62 3 Y No 15 3
## 63 1 Y No 16 3
## 64 9 Y Yes 14 3
## 65 1 Y No 19 3
## 66 2 Y Yes 11 3
## 67 7 Y No 16 3
## 68 2 Y No 15 3
## 69 7 Y No 13 3
## 70 1 Y No 19 3
## 71 3 Y No 14 3
## 72 2 Y No 11 3
## 73 7 Y No 11 3
## 74 0 Y No 18 3
## 75 1 Y No 12 3
## 76 1 Y No 19 3
## 77 1 Y No 13 3
## 78 1 Y No 22 4
## 79 0 Y Yes 11 3
## 80 4 Y Yes 12 3
## 81 3 Y No 22 4
## 82 1 Y No 14 3
## 83 3 Y No 15 3
## 84 0 Y Yes 14 3
## 85 9 Y No 15 3
## 86 4 Y No 21 4
## 87 4 Y No 11 3
## 88 9 Y No 12 3
## 89 3 Y Yes 16 3
## 90 7 Y Yes 12 3
## 91 1 Y No 19 3
## 92 1 Y No 17 3
## 93 2 Y No 15 3
## 94 9 Y No 15 3
## 95 1 Y No 11 3
## 96 5 Y Yes 12 3
## 97 1 Y No 14 3
## 98 1 Y No 13 3
## 99 2 Y No 22 4
## 100 2 Y Yes 13 3
## 101 1 Y No 14 3
## 102 0 Y Yes 11 3
## 103 0 Y Yes 11 3
## 104 1 Y No 13 3
## 105 1 Y No 15 3
## 106 1 Y Yes 13 3
## 107 2 Y No 13 3
## 108 0 Y No 13 3
## 109 1 Y Yes 20 4
## 110 2 Y No 13 3
## 111 0 Y No 23 4
## 112 2 Y Yes 19 3
## 113 7 Y No 15 3
## 114 0 Y No 18 3
## 115 4 Y No 13 3
## 116 3 Y Yes 14 3
## 117 0 Y Yes 11 3
## 118 4 Y No 12 3
## 119 1 Y Yes 13 3
## 120 0 Y Yes 16 3
## 121 8 Y No 11 3
## 122 1 Y No 16 3
## 123 0 Y Yes 19 3
## 124 5 Y No 12 3
## 125 1 Y Yes 13 3
## 126 1 Y No 14 3
## 127 0 Y No 17 3
## 128 6 Y No 19 3
## 129 6 Y No 13 3
## 130 1 Y Yes 24 4
## 131 8 Y Yes 22 4
## 132 3 Y No 19 3
## 133 0 Y No 13 3
## 134 5 Y No 13 3
## 135 8 Y No 12 3
## 136 3 Y Yes 12 3
## 137 1 Y No 19 3
## 138 9 Y No 14 3
## 139 3 Y No 18 3
## 140 2 Y Yes 20 4
## 141 6 Y No 11 3
## 142 6 Y No 15 3
## 143 1 Y Yes 11 3
## 144 4 Y No 17 3
## 145 5 Y No 15 3
## 146 5 Y No 12 3
## 147 0 Y Yes 11 3
## 148 1 Y No 13 3
## 149 2 Y No 12 3
## 150 1 Y No 15 3
## 151 0 Y No 19 3
## 152 4 Y No 15 3
## 153 8 Y No 14 3
## 154 3 Y No 23 4
## 155 4 Y No 13 3
## 156 2 Y No 13 3
## 157 3 Y No 12 3
## 158 1 Y Yes 11 3
## 159 9 Y No 14 3
## 160 9 Y No 14 3
## 161 0 Y Yes 13 3
## 162 0 Y No 13 3
## 163 1 Y Yes 16 3
## 164 1 Y Yes 13 3
## 165 3 Y No 11 3
## 166 1 Y Yes 11 3
## 167 1 Y No 23 4
## 168 2 Y No 15 3
## 169 7 Y No 21 4
## 170 4 Y No 12 3
## 171 0 Y No 11 3
## 172 3 Y Yes 11 3
## 173 0 Y No 19 3
## 174 1 Y Yes 14 3
## 175 1 Y No 14 3
## 176 1 Y No 15 3
## 177 4 Y No 11 3
## 178 6 Y No 11 3
## 179 1 Y Yes 13 3
## 180 6 Y Yes 14 3
## 181 0 Y No 16 3
## 182 1 Y No 13 3
## 183 4 Y Yes 14 3
## 184 5 Y No 18 3
## 185 2 Y No 13 3
## 186 5 Y No 13 3
## 187 5 Y No 19 3
## 188 5 Y Yes 22 4
## 189 2 Y No 13 3
## 190 0 Y No 17 3
## 191 0 Y No 24 4
## 192 1 Y No 13 3
## 193 3 Y No 23 4
## 194 1 Y Yes 21 4
## 195 2 Y Yes 13 3
## 196 1 Y No 14 3
## 197 2 Y No 14 3
## 198 5 Y No 11 3
## 199 0 Y No 14 3
## 200 7 Y No 15 3
## 201 8 Y No 14 3
## 202 1 Y No 12 3
## 203 1 Y No 17 3
## 204 3 Y No 16 3
## 205 4 Y No 16 3
## 206 8 Y No 23 4
## 207 4 Y No 11 3
## 208 1 Y No 11 3
## 209 4 Y No 12 3
## 210 2 Y No 11 3
## 211 2 Y No 14 3
## 212 1 Y No 12 3
## 213 1 Y No 19 3
## 214 9 Y No 11 3
## 215 0 Y No 21 4
## 216 5 Y Yes 21 4
## 217 1 Y No 19 3
## 218 6 Y Yes 13 3
## 219 0 Y Yes 12 3
## 220 1 Y Yes 11 3
## 221 1 Y Yes 14 3
## 222 1 Y No 24 4
## 223 1 Y Yes 14 3
## 224 7 Y No 12 3
## 225 1 Y No 12 3
## 226 6 Y No 12 3
## 227 2 Y No 14 3
## 228 6 Y No 11 3
## 229 1 Y No 13 3
## 230 1 Y No 15 3
## 231 1 Y No 14 3
## 232 7 Y No 12 3
## 233 3 Y No 18 3
## 234 7 Y Yes 18 3
## 235 2 Y No 18 3
## 236 0 Y No 14 3
## 237 1 Y Yes 14 3
## 238 4 Y No 11 3
## 239 1 Y No 14 3
## 240 0 Y No 16 3
## 241 1 Y No 12 3
## 242 3 Y Yes 14 3
## 243 7 Y Yes 12 3
## 244 3 Y Yes 14 3
## 245 2 Y No 23 4
## 246 0 Y No 19 3
## 247 2 Y Yes 12 3
## 248 0 Y No 11 3
## 249 2 Y Yes 13 3
## 250 1 Y Yes 18 3
## 251 4 Y Yes 13 3
## 252 2 Y No 22 4
## 253 1 Y No 21 4
## 254 9 Y No 23 4
## 255 0 Y No 17 3
## 256 0 Y No 21 4
## 257 1 Y Yes 16 3
## 258 8 Y No 20 4
## 259 1 Y No 19 3
## 260 1 Y No 15 3
## 261 9 Y No 12 3
## 262 6 Y Yes 13 3
## 263 1 Y No 13 3
## 264 1 Y No 22 4
## 265 7 Y No 22 4
## 266 1 Y No 16 3
## 267 6 Y No 20 4
## 268 0 Y No 17 3
## 269 0 Y No 12 3
## 270 1 Y No 24 4
## 271 0 Y No 21 4
## 272 0 Y No 11 3
## 273 7 Y No 14 3
## 274 1 Y No 14 3
## 275 4 Y Yes 11 3
## 276 8 Y No 15 3
## 277 2 Y No 12 3
## 278 8 Y No 12 3
## 279 1 Y No 15 3
## 280 1 Y No 19 3
## 281 1 Y No 11 3
## 282 3 Y No 20 4
## 283 3 Y No 12 3
## 284 1 Y Yes 11 3
## 285 1 Y No 14 3
## 286 3 Y No 18 3
## 287 6 Y Yes 19 3
## 288 4 Y Yes 22 4
## 289 1 Y No 13 3
## 290 6 Y No 20 4
## 291 1 Y Yes 11 3
## 292 4 Y Yes 14 3
## 293 1 Y No 13 3
## 294 4 Y No 17 3
## 295 1 Y Yes 14 3
## 296 1 Y No 20 4
## 297 4 Y No 20 4
## 298 0 Y No 11 3
## 299 0 Y No 12 3
## 300 1 Y Yes 12 3
## RelationshipSatisfaction StandardHours StockOptionLevel TotalWorkingYears
## 1 3 80 1 7
## 2 1 80 0 5
## 3 3 80 0 24
## 4 2 80 0 5
## 5 1 80 2 7
## 6 3 80 1 19
## 7 1 80 1 8
## 8 3 80 0 2
## 9 3 80 3 10
## 10 2 80 0 29
## 11 1 80 1 28
## 12 3 80 1 7
## 13 1 80 1 6
## 14 2 80 1 5
## 15 2 80 2 10
## 16 1 80 1 4
## 17 4 80 2 11
## 18 3 80 1 7
## 19 4 80 1 10
## 20 2 80 0 6
## 21 3 80 0 9
## 22 2 80 1 9
## 23 4 80 0 9
## 24 2 80 2 6
## 25 2 80 2 29
## 26 3 80 1 12
## 27 3 80 0 11
## 28 4 80 0 21
## 29 4 80 0 10
## 30 2 80 1 6
## 31 4 80 1 6
## 32 3 80 1 11
## 33 3 80 1 18
## 34 3 80 2 8
## 35 2 80 1 26
## 36 3 80 1 4
## 37 3 80 1 21
## 38 3 80 2 8
## 39 3 80 0 2
## 40 4 80 0 1
## 41 2 80 1 25
## 42 2 80 1 7
## 43 4 80 1 7
## 44 4 80 0 14
## 45 2 80 0 8
## 46 2 80 0 5
## 47 3 80 1 3
## 48 1 80 0 5
## 49 2 80 0 1
## 50 1 80 3 12
## 51 1 80 0 4
## 52 4 80 0 1
## 53 2 80 1 9
## 54 1 80 1 10
## 55 3 80 1 36
## 56 3 80 1 10
## 57 3 80 2 10
## 58 1 80 1 20
## 59 2 80 2 1
## 60 3 80 0 8
## 61 3 80 1 15
## 62 4 80 0 10
## 63 3 80 1 10
## 64 4 80 1 3
## 65 2 80 0 1
## 66 3 80 0 4
## 67 3 80 1 17
## 68 4 80 0 18
## 69 1 80 0 18
## 70 4 80 1 1
## 71 2 80 0 15
## 72 1 80 1 11
## 73 4 80 0 28
## 74 2 80 1 4
## 75 1 80 0 0
## 76 4 80 1 6
## 77 2 80 0 1
## 78 2 80 2 3
## 79 2 80 1 8
## 80 4 80 0 8
## 81 2 80 2 10
## 82 2 80 1 8
## 83 1 80 0 8
## 84 3 80 0 6
## 85 3 80 0 9
## 86 3 80 2 9
## 87 1 80 0 37
## 88 2 80 0 10
## 89 4 80 0 21
## 90 4 80 0 40
## 91 1 80 0 6
## 92 1 80 2 9
## 93 3 80 1 13
## 94 3 80 1 12
## 95 3 80 2 2
## 96 4 80 1 29
## 97 2 80 0 5
## 98 2 80 2 10
## 99 3 80 1 32
## 100 4 80 1 5
## 101 1 80 0 7
## 102 3 80 2 10
## 103 3 80 0 5
## 104 4 80 0 1
## 105 2 80 2 5
## 106 3 80 0 4
## 107 4 80 0 19
## 108 1 80 0 6
## 109 2 80 1 17
## 110 3 80 1 23
## 111 1 80 2 6
## 112 3 80 1 15
## 113 2 80 0 6
## 114 4 80 0 5
## 115 1 80 1 8
## 116 1 80 0 8
## 117 2 80 1 1
## 118 3 80 1 7
## 119 3 80 0 21
## 120 4 80 0 3
## 121 3 80 2 13
## 122 4 80 1 5
## 123 4 80 0 12
## 124 4 80 3 5
## 125 2 80 0 6
## 126 3 80 0 16
## 127 2 80 1 3
## 128 4 80 0 29
## 129 2 80 1 12
## 130 3 80 0 1
## 131 4 80 1 16
## 132 1 80 0 5
## 133 3 80 2 10
## 134 3 80 3 20
## 135 4 80 1 10
## 136 3 80 0 9
## 137 1 80 0 2
## 138 2 80 1 10
## 139 2 80 1 26
## 140 4 80 1 13
## 141 2 80 2 17
## 142 3 80 1 12
## 143 4 80 0 13
## 144 3 80 1 11
## 145 3 80 0 9
## 146 3 80 1 8
## 147 3 80 1 10
## 148 1 80 2 10
## 149 3 80 1 12
## 150 4 80 0 0
## 151 2 80 1 9
## 152 2 80 0 7
## 153 2 80 3 7
## 154 4 80 1 25
## 155 2 80 1 21
## 156 3 80 0 21
## 157 4 80 0 9
## 158 2 80 0 5
## 159 1 80 0 4
## 160 4 80 1 24
## 161 1 80 3 4
## 162 2 80 0 10
## 163 2 80 1 9
## 164 3 80 1 1
## 165 3 80 2 11
## 166 4 80 0 1
## 167 2 80 0 6
## 168 3 80 1 16
## 169 3 80 0 9
## 170 1 80 1 11
## 171 2 80 0 6
## 172 2 80 0 6
## 173 3 80 2 10
## 174 4 80 1 18
## 175 3 80 0 5
## 176 1 80 2 1
## 177 1 80 2 7
## 178 2 80 2 12
## 179 4 80 0 8
## 180 4 80 2 7
## 181 2 80 1 34
## 182 1 80 0 8
## 183 4 80 0 8
## 184 2 80 1 6
## 185 3 80 0 6
## 186 3 80 1 6
## 187 3 80 1 6
## 188 3 80 1 22
## 189 3 80 0 19
## 190 1 80 0 6
## 191 1 80 1 13
## 192 1 80 1 9
## 193 3 80 1 15
## 194 2 80 1 3
## 195 4 80 1 12
## 196 4 80 1 5
## 197 2 80 3 20
## 198 4 80 0 33
## 199 1 80 2 5
## 200 4 80 1 4
## 201 2 80 1 5
## 202 2 80 1 13
## 203 4 80 0 2
## 204 3 80 1 10
## 205 3 80 1 6
## 206 1 80 0 28
## 207 4 80 1 26
## 208 1 80 1 10
## 209 4 80 0 10
## 210 2 80 1 19
## 211 4 80 0 8
## 212 4 80 1 4
## 213 1 80 1 1
## 214 3 80 0 15
## 215 2 80 0 10
## 216 3 80 1 20
## 217 3 80 1 6
## 218 2 80 1 6
## 219 3 80 1 6
## 220 4 80 0 6
## 221 1 80 2 7
## 222 1 80 1 15
## 223 3 80 3 10
## 224 2 80 1 7
## 225 4 80 2 6
## 226 2 80 1 8
## 227 1 80 1 17
## 228 3 80 1 6
## 229 3 80 1 8
## 230 2 80 0 10
## 231 2 80 1 21
## 232 3 80 2 8
## 233 4 80 1 13
## 234 4 80 1 35
## 235 3 80 0 8
## 236 4 80 2 8
## 237 4 80 2 9
## 238 2 80 0 10
## 239 4 80 0 7
## 240 4 80 1 6
## 241 4 80 1 15
## 242 3 80 1 14
## 243 4 80 0 15
## 244 1 80 1 18
## 245 2 80 0 25
## 246 4 80 1 8
## 247 4 80 0 18
## 248 1 80 3 10
## 249 4 80 1 24
## 250 4 80 2 8
## 251 2 80 1 20
## 252 3 80 0 27
## 253 2 80 0 10
## 254 4 80 1 22
## 255 4 80 0 2
## 256 1 80 0 1
## 257 4 80 1 6
## 258 2 80 1 9
## 259 2 80 0 22
## 260 1 80 1 4
## 261 1 80 1 9
## 262 4 80 2 21
## 263 2 80 2 10
## 264 2 80 0 4
## 265 1 80 0 10
## 266 1 80 2 6
## 267 2 80 1 17
## 268 4 80 1 10
## 269 3 80 2 17
## 270 1 80 1 14
## 271 2 80 1 10
## 272 4 80 1 10
## 273 2 80 0 27
## 274 2 80 0 4
## 275 3 80 0 14
## 276 3 80 0 8
## 277 1 80 0 6
## 278 2 80 1 4
## 279 1 80 3 3
## 280 1 80 3 11
## 281 4 80 3 4
## 282 2 80 0 8
## 283 4 80 0 20
## 284 4 80 0 1
## 285 3 80 0 16
## 286 3 80 0 21
## 287 3 80 3 5
## 288 4 80 1 15
## 289 3 80 1 4
## 290 4 80 2 7
## 291 3 80 0 6
## 292 4 80 0 10
## 293 2 80 0 11
## 294 4 80 0 12
## 295 1 80 1 8
## 296 3 80 1 2
## 297 4 80 1 14
## 298 2 80 0 6
## 299 3 80 2 6
## 300 1 80 1 8
## TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole
## 1 5 3 7 7
## 2 4 3 3 2
## 3 2 2 19 7
## 4 3 3 5 4
## 5 3 3 7 7
## 6 6 4 1 0
## 7 2 4 7 7
## 8 2 1 2 2
## 9 2 2 10 7
## 10 1 2 5 2
## 11 1 4 7 7
## 12 3 3 4 2
## 13 5 2 6 0
## 14 3 3 4 2
## 15 2 3 0 0
## 16 3 4 3 2
## 17 3 3 7 0
## 18 3 3 0 0
## 19 3 2 7 7
## 20 2 1 5 4
## 21 4 3 9 8
## 22 3 3 4 2
## 23 3 3 9 8
## 24 3 3 6 5
## 25 3 3 8 7
## 26 4 2 9 8
## 27 2 2 0 0
## 28 3 2 20 8
## 29 6 4 10 8
## 30 3 3 2 2
## 31 3 3 2 2
## 32 4 2 1 0
## 33 2 3 8 7
## 34 3 2 1 0
## 35 4 4 9 3
## 36 3 3 3 2
## 37 5 2 10 9
## 38 2 2 6 2
## 39 3 2 2 2
## 40 2 3 1 0
## 41 2 3 8 7
## 42 2 3 6 2
## 43 5 2 4 3
## 44 6 3 11 10
## 45 6 3 2 2
## 46 2 3 4 3
## 47 3 3 3 2
## 48 4 3 5 3
## 49 5 3 1 0
## 50 3 2 1 0
## 51 3 3 3 2
## 52 2 3 1 0
## 53 3 2 1 0
## 54 3 4 4 3
## 55 6 3 10 8
## 56 3 3 7 7
## 57 4 4 10 7
## 58 3 3 18 16
## 59 2 2 1 0
## 60 2 2 7 7
## 61 3 3 15 14
## 62 6 3 7 7
## 63 2 3 10 7
## 64 3 2 1 0
## 65 2 3 1 0
## 66 2 2 0 0
## 67 3 3 4 2
## 68 2 3 4 2
## 69 2 3 7 7
## 70 3 3 1 0
## 71 3 1 5 4
## 72 3 3 7 6
## 73 3 2 21 16
## 74 2 3 3 2
## 75 2 3 0 0
## 76 0 4 6 4
## 77 3 3 1 0
## 78 3 1 3 2
## 79 2 2 7 7
## 80 2 3 5 4
## 81 1 2 6 3
## 82 3 2 7 7
## 83 3 2 4 3
## 84 3 2 5 4
## 85 2 2 5 4
## 86 2 4 5 0
## 87 3 2 6 4
## 88 2 3 8 7
## 89 2 3 2 0
## 90 2 3 31 15
## 91 1 3 6 5
## 92 3 3 9 8
## 93 3 2 4 3
## 94 3 1 8 3
## 95 2 3 2 2
## 96 2 2 27 3
## 97 3 1 5 4
## 98 2 3 10 9
## 99 3 3 2 2
## 100 2 3 3 2
## 101 5 3 7 7
## 102 2 1 9 7
## 103 2 2 4 2
## 104 0 4 1 0
## 105 6 3 4 2
## 106 3 2 4 3
## 107 0 3 2 2
## 108 2 3 5 2
## 109 2 3 17 14
## 110 2 4 1 0
## 111 5 3 5 3
## 112 3 3 3 2
## 113 3 2 2 2
## 114 2 3 4 2
## 115 2 2 6 3
## 116 2 3 4 1
## 117 5 3 0 0
## 118 3 2 4 3
## 119 2 3 21 6
## 120 5 3 2 2
## 121 2 3 5 4
## 122 1 3 5 3
## 123 2 1 11 9
## 124 2 3 0 0
## 125 1 3 5 3
## 126 3 3 16 13
## 127 0 2 2 1
## 128 3 2 20 7
## 129 2 3 10 9
## 130 2 1 1 0
## 131 2 3 4 2
## 132 3 3 0 0
## 133 4 2 9 5
## 134 2 3 5 0
## 135 3 2 8 2
## 136 3 2 4 2
## 137 3 3 2 2
## 138 2 3 2 2
## 139 6 3 7 7
## 140 3 1 7 7
## 141 5 3 1 0
## 142 3 3 1 0
## 143 2 3 13 12
## 144 3 2 7 1
## 145 5 2 6 3
## 146 0 3 6 4
## 147 4 3 9 6
## 148 3 3 10 8
## 149 2 3 10 9
## 150 2 3 0 0
## 151 3 4 8 7
## 152 6 3 1 0
## 153 2 3 2 2
## 154 3 2 23 15
## 155 2 2 7 6
## 156 3 2 6 0
## 157 1 3 2 2
## 158 3 3 5 4
## 159 3 3 2 2
## 160 1 3 20 6
## 161 3 2 3 2
## 162 5 3 9 7
## 163 3 3 9 8
## 164 3 2 1 0
## 165 2 4 8 7
## 166 5 3 1 0
## 167 5 2 6 5
## 168 1 4 9 7
## 169 3 3 4 3
## 170 3 2 8 7
## 171 2 4 5 4
## 172 1 3 3 2
## 173 2 3 9 7
## 174 1 2 18 14
## 175 3 2 5 3
## 176 2 3 1 0
## 177 2 3 5 2
## 178 2 3 10 6
## 179 2 3 8 2
## 180 2 2 2 2
## 181 4 3 33 7
## 182 2 3 8 1
## 183 3 3 5 2
## 184 2 3 2 2
## 185 0 2 4 2
## 186 5 3 2 2
## 187 1 3 2 2
## 188 3 3 17 13
## 189 4 2 10 0
## 190 2 1 5 3
## 191 2 2 12 9
## 192 3 3 9 7
## 193 2 1 13 11
## 194 2 3 3 2
## 195 2 3 5 3
## 196 2 4 4 3
## 197 2 3 5 3
## 198 5 1 29 8
## 199 2 3 4 3
## 200 2 3 2 2
## 201 4 3 1 0
## 202 5 1 13 10
## 203 2 3 2 1
## 204 3 3 7 0
## 205 3 3 0 0
## 206 2 3 26 15
## 207 3 2 14 13
## 208 2 3 10 8
## 209 2 3 8 0
## 210 3 3 5 4
## 211 2 3 2 2
## 212 5 3 4 3
## 213 3 2 1 0
## 214 2 3 11 9
## 215 2 3 9 7
## 216 2 3 18 13
## 217 3 3 5 2
## 218 0 1 1 0
## 219 4 3 5 2
## 220 3 3 6 2
## 221 2 3 7 7
## 222 4 2 15 12
## 223 1 3 10 8
## 224 2 4 5 1
## 225 2 3 6 3
## 226 2 2 6 5
## 227 2 2 3 1
## 228 0 2 4 2
## 229 4 3 8 0
## 230 4 1 10 3
## 231 2 3 20 8
## 232 5 3 5 4
## 233 0 3 8 7
## 234 3 3 5 2
## 235 6 3 6 2
## 236 2 2 7 5
## 237 3 2 9 7
## 238 1 4 2 2
## 239 2 3 7 7
## 240 2 1 5 3
## 241 5 3 14 11
## 242 1 1 6 4
## 243 2 4 7 6
## 244 4 3 4 3
## 245 3 3 17 14
## 246 2 2 7 6
## 247 2 2 1 0
## 248 6 3 9 8
## 249 3 3 6 0
## 250 3 3 8 2
## 251 3 3 3 2
## 252 3 2 5 4
## 253 6 3 10 8
## 254 1 3 20 8
## 255 5 2 1 0
## 256 5 4 0 0
## 257 4 3 6 3
## 258 3 3 5 2
## 259 2 3 22 10
## 260 3 2 4 3
## 261 3 3 2 2
## 262 4 3 19 9
## 263 4 3 10 2
## 264 3 3 4 3
## 265 2 4 5 4
## 266 2 3 5 3
## 267 3 3 5 4
## 268 2 3 9 3
## 269 6 2 16 10
## 270 3 3 14 10
## 271 2 3 9 0
## 272 2 3 9 7
## 273 3 3 15 11
## 274 3 3 4 2
## 275 3 3 10 7
## 276 3 3 5 3
## 277 3 4 4 3
## 278 0 2 2 2
## 279 5 3 3 2
## 280 3 3 11 10
## 281 2 3 4 2
## 282 3 3 6 2
## 283 4 2 4 3
## 284 4 2 1 1
## 285 2 2 15 11
## 286 6 3 7 7
## 287 3 3 3 2
## 288 2 3 1 0
## 289 0 3 4 2
## 290 0 3 3 2
## 291 4 3 6 4
## 292 4 4 1 0
## 293 3 4 11 8
## 294 3 4 6 5
## 295 2 3 8 7
## 296 2 3 2 2
## 297 6 3 11 10
## 298 6 3 5 4
## 299 5 2 5 3
## 300 3 2 8 7
## YearsSinceLastPromotion YearsWithCurrManager
## 1 7 7
## 2 0 2
## 3 3 8
## 4 0 2
## 5 0 7
## 6 0 0
## 7 0 7
## 8 2 2
## 9 0 9
## 10 0 3
## 11 4 3
## 12 0 3
## 13 1 2
## 14 1 1
## 15 0 0
## 16 0 2
## 17 1 6
## 18 0 0
## 19 1 7
## 20 1 4
## 21 8 8
## 22 1 3
## 23 4 7
## 24 0 4
## 25 0 7
## 26 4 7
## 27 0 0
## 28 2 10
## 29 9 6
## 30 2 2
## 31 2 2
## 32 0 0
## 33 7 7
## 34 0 0
## 35 1 1
## 36 0 2
## 37 9 5
## 38 0 4
## 39 2 2
## 40 0 0
## 41 0 7
## 42 1 2
## 43 0 2
## 44 5 8
## 45 2 1
## 46 1 2
## 47 1 2
## 48 1 2
## 49 0 0
## 50 0 0
## 51 1 2
## 52 0 1
## 53 0 0
## 54 0 3
## 55 4 7
## 56 1 7
## 57 0 8
## 58 1 11
## 59 0 0
## 60 3 6
## 61 0 7
## 62 7 7
## 63 0 7
## 64 0 0
## 65 0 0
## 66 0 0
## 67 0 3
## 68 0 3
## 69 1 7
## 70 0 0
## 71 1 0
## 72 7 6
## 73 7 9
## 74 2 2
## 75 0 0
## 76 1 3
## 77 1 0
## 78 0 2
## 79 1 0
## 80 1 3
## 81 3 3
## 82 7 5
## 83 0 1
## 84 0 2
## 85 0 3
## 86 0 3
## 87 0 2
## 88 7 7
## 89 0 2
## 90 13 8
## 91 1 5
## 92 4 7
## 93 1 2
## 94 3 6
## 95 2 1
## 96 13 8
## 97 0 4
## 98 9 0
## 99 2 2
## 100 0 2
## 101 0 7
## 102 8 5
## 103 0 2
## 104 0 0
## 105 3 2
## 106 0 1
## 107 2 2
## 108 0 3
## 109 5 15
## 110 0 0
## 111 4 2
## 112 1 2
## 113 2 2
## 114 0 0
## 115 0 0
## 116 0 3
## 117 0 0
## 118 0 3
## 119 2 8
## 120 2 2
## 121 0 4
## 122 0 4
## 123 4 7
## 124 0 0
## 125 1 3
## 126 2 10
## 127 0 2
## 128 12 7
## 129 0 8
## 130 0 1
## 131 0 2
## 132 0 0
## 133 1 6
## 134 0 4
## 135 7 6
## 136 0 1
## 137 2 2
## 138 1 2
## 139 4 7
## 140 4 5
## 141 0 0
## 142 0 0
## 143 11 9
## 144 0 7
## 145 0 1
## 146 0 2
## 147 7 8
## 148 0 6
## 149 7 4
## 150 0 0
## 151 3 7
## 152 0 0
## 153 2 2
## 154 14 4
## 155 7 7
## 156 1 3
## 157 1 0
## 158 1 3
## 159 2 0
## 160 3 6
## 161 1 2
## 162 1 8
## 163 0 8
## 164 1 0
## 165 0 7
## 166 1 1
## 167 1 4
## 168 7 1
## 169 2 2
## 170 1 1
## 171 1 4
## 172 0 2
## 173 3 4
## 174 4 11
## 175 1 4
## 176 0 0
## 177 1 4
## 178 8 8
## 179 7 7
## 180 2 2
## 181 1 9
## 182 1 7
## 183 0 2
## 184 2 2
## 185 1 2
## 186 0 2
## 187 2 0
## 188 1 9
## 189 4 7
## 190 0 4
## 191 2 8
## 192 7 2
## 193 4 7
## 194 0 2
## 195 1 2
## 196 0 2
## 197 0 2
## 198 11 10
## 199 0 3
## 200 2 2
## 201 0 0
## 202 3 12
## 203 2 2
## 204 1 7
## 205 0 0
## 206 15 9
## 207 4 8
## 208 0 2
## 209 7 7
## 210 0 2
## 211 2 2
## 212 1 1
## 213 1 0
## 214 6 9
## 215 1 8
## 216 1 12
## 217 0 2
## 218 0 1
## 219 0 3
## 220 4 4
## 221 1 7
## 222 11 11
## 223 0 7
## 224 1 3
## 225 1 5
## 226 4 3
## 227 0 2
## 228 1 2
## 229 0 7
## 230 0 8
## 231 9 9
## 232 1 3
## 233 7 5
## 234 0 4
## 235 0 1
## 236 1 1
## 237 6 8
## 238 0 2
## 239 0 7
## 240 0 4
## 241 2 9
## 242 0 4
## 243 7 7
## 244 1 3
## 245 12 11
## 246 7 3
## 247 0 1
## 248 7 5
## 249 0 4
## 250 0 6
## 251 2 0
## 252 2 1
## 253 8 7
## 254 11 8
## 255 0 0
## 256 0 0
## 257 1 2
## 258 1 4
## 259 0 4
## 260 1 1
## 261 2 2
## 262 15 2
## 263 2 2
## 264 3 3
## 265 0 4
## 266 1 3
## 267 0 3
## 268 1 7
## 269 5 13
## 270 6 11
## 271 7 8
## 272 4 2
## 273 4 8
## 274 0 2
## 275 0 2
## 276 0 1
## 277 1 2
## 278 2 2
## 279 1 2
## 280 10 8
## 281 0 3
## 282 0 0
## 283 0 3
## 284 0 0
## 285 5 11
## 286 1 0
## 287 0 2
## 288 0 0
## 289 2 2
## 290 0 1
## 291 0 2
## 292 0 0
## 293 3 10
## 294 1 2
## 295 1 7
## 296 2 2
## 297 11 1
## 298 4 4
## 299 0 3
## 300 1 7combinedEmployeeDataframe = merge(x = turnoverDataframe, noSalaryDataframeCSV, all = TRUE)
combinedEmployeeDataframe## ID Age Attrition BusinessTravel DailyRate Department
## 1 1 32 No Travel_Rarely 117 Sales
## 2 2 40 No Travel_Rarely 1308 Research & Development
## 3 3 35 No Travel_Frequently 200 Research & Development
## 4 4 32 No Travel_Rarely 801 Sales
## 5 5 24 No Travel_Frequently 567 Research & Development
## 6 6 27 No Travel_Frequently 294 Research & Development
## 7 7 41 No Travel_Rarely 1283 Research & Development
## 8 8 37 No Travel_Rarely 309 Sales
## 9 9 34 No Travel_Rarely 1333 Sales
## 10 10 34 No Travel_Frequently 653 Research & Development
## 11 11 43 No Travel_Rarely 823 Research & Development
## 12 12 28 No Non-Travel 280 Human Resources
## 13 13 35 No Travel_Rarely 950 Research & Development
## 14 14 30 No Travel_Rarely 202 Sales
## 15 15 46 No Travel_Rarely 991 Human Resources
## 16 16 31 No Non-Travel 1188 Sales
## 17 17 32 No Travel_Rarely 498 Research & Development
## 18 18 46 No Non-Travel 1144 Research & Development
## 19 19 34 No Travel_Rarely 181 Research & Development
## 20 20 44 No Travel_Rarely 170 Research & Development
## 21 21 36 No Travel_Rarely 913 Research & Development
## 22 22 48 No Travel_Rarely 817 Sales
## 23 23 43 No Travel_Frequently 1001 Research & Development
## 24 24 31 No Travel_Frequently 715 Sales
## 25 25 33 No Travel_Rarely 1069 Research & Development
## 26 26 44 No Travel_Rarely 1099 Sales
## 27 27 38 No Travel_Rarely 1245 Sales
## 28 28 33 Yes Travel_Rarely 603 Sales
## 29 29 53 Yes Travel_Rarely 1168 Sales
## 30 30 52 No Non-Travel 715 Research & Development
## 31 31 32 No Travel_Frequently 689 Sales
## 32 32 33 No Travel_Rarely 267 Research & Development
## 33 33 46 No Travel_Rarely 488 Sales
## 34 34 35 No Travel_Rarely 982 Research & Development
## 35 35 32 No Travel_Rarely 1373 Research & Development
## 36 36 32 No Travel_Frequently 1311 Research & Development
## 37 37 35 Yes Travel_Rarely 737 Sales
## 38 38 36 Yes Travel_Rarely 1456 Sales
## 39 39 56 No Travel_Rarely 206 Human Resources
## 40 40 31 No Travel_Frequently 793 Sales
## 41 41 58 No Non-Travel 350 Sales
## 42 42 45 No Travel_Rarely 954 Sales
## 43 43 49 No Travel_Rarely 464 Research & Development
## 44 44 42 No Travel_Rarely 1059 Research & Development
## 45 45 23 No Travel_Rarely 373 Research & Development
## 46 46 42 No Travel_Frequently 748 Research & Development
## 47 47 32 Yes Travel_Rarely 964 Sales
## 48 48 38 No Travel_Rarely 770 Sales
## 49 49 18 Yes Travel_Frequently 1306 Sales
## 50 50 27 No Non-Travel 691 Research & Development
## 51 51 38 No Travel_Rarely 362 Research & Development
## 52 52 58 No Travel_Rarely 1055 Research & Development
## 53 53 44 No Travel_Rarely 1117 Research & Development
## 54 54 45 No Non-Travel 805 Research & Development
## 55 55 31 No Travel_Rarely 746 Research & Development
## 56 56 41 No Travel_Rarely 548 Research & Development
## 57 57 42 Yes Travel_Frequently 933 Research & Development
## 58 58 29 No Travel_Rarely 1370 Research & Development
## 59 59 37 No Non-Travel 728 Research & Development
## 60 60 25 Yes Travel_Frequently 599 Sales
## 61 61 36 Yes Travel_Rarely 530 Sales
## 62 62 36 No Travel_Rarely 325 Research & Development
## 63 63 31 No Travel_Rarely 1154 Sales
## 64 64 18 No Non-Travel 1431 Research & Development
## 65 65 24 Yes Travel_Rarely 984 Research & Development
## 66 66 32 No Travel_Rarely 334 Research & Development
## 67 67 35 No Travel_Rarely 1017 Research & Development
## 68 68 23 No Travel_Rarely 571 Research & Development
## 69 69 35 No Travel_Frequently 664 Research & Development
## 70 70 37 No Travel_Rarely 1372 Research & Development
## 71 71 41 No Travel_Rarely 642 Research & Development
## 72 72 28 No Travel_Rarely 866 Sales
## 73 73 35 Yes Travel_Rarely 556 Research & Development
## 74 74 41 No Travel_Rarely 167 Research & Development
## 75 75 52 Yes Travel_Rarely 1030 Sales
## 76 76 30 No Travel_Frequently 721 Research & Development
## 77 77 34 No Travel_Rarely 971 Sales
## 78 78 46 No Travel_Rarely 563 Sales
## 79 79 45 No Non-Travel 1052 Sales
## 80 80 31 No Travel_Rarely 1276 Research & Development
## 81 81 37 Yes Travel_Rarely 1141 Research & Development
## 82 82 35 No Travel_Rarely 1370 Research & Development
## 83 83 38 No Travel_Frequently 508 Research & Development
## 84 84 37 No Travel_Rarely 1319 Research & Development
## 85 85 36 No Travel_Rarely 429 Research & Development
## 86 86 59 No Travel_Rarely 715 Research & Development
## 87 87 47 No Travel_Rarely 703 Sales
## 88 88 35 Yes Travel_Rarely 622 Research & Development
## 89 89 27 No Travel_Frequently 994 Sales
## 90 90 46 No Travel_Rarely 705 Sales
## 91 91 38 No Travel_Frequently 1490 Research & Development
## 92 92 29 Yes Travel_Rarely 408 Sales
## 93 93 37 Yes Travel_Rarely 1373 Research & Development
## 94 94 35 No Travel_Rarely 670 Research & Development
## 95 95 50 No Travel_Rarely 1452 Research & Development
## 96 96 42 No Travel_Rarely 635 Sales
## 97 97 46 No Travel_Rarely 228 Sales
## 98 98 37 No Non-Travel 1040 Research & Development
## 99 99 29 No Travel_Frequently 410 Research & Development
## 100 100 34 No Travel_Rarely 401 Research & Development
## 101 101 27 No Travel_Rarely 1377 Research & Development
## 102 102 31 No Travel_Rarely 326 Sales
## 103 103 34 No Non-Travel 1381 Sales
## 104 104 23 No Travel_Rarely 885 Research & Development
## 105 105 53 No Travel_Rarely 447 Research & Development
## 106 106 26 No Travel_Rarely 1384 Research & Development
## 107 107 29 No Non-Travel 1496 Research & Development
## 108 108 55 No Travel_Rarely 189 Human Resources
## 109 109 46 Yes Travel_Rarely 261 Research & Development
## 110 110 32 No Travel_Rarely 529 Research & Development
## 111 111 28 No Travel_Frequently 773 Research & Development
## 112 112 52 No Travel_Rarely 1053 Research & Development
## 113 113 52 No Travel_Rarely 994 Research & Development
## 114 114 35 No Non-Travel 1225 Research & Development
## 115 115 35 No Travel_Rarely 1361 Sales
## 116 116 37 No Non-Travel 1252 Sales
## 117 117 25 No Travel_Rarely 1356 Sales
## 118 118 29 No Travel_Rarely 1378 Research & Development
## 119 119 41 No Travel_Rarely 465 Research & Development
## 120 120 34 No Travel_Rarely 404 Research & Development
## 121 121 36 No Non-Travel 427 Research & Development
## 122 122 21 No Travel_Rarely 501 Sales
## 123 123 45 No Travel_Rarely 930 Sales
## 124 124 38 No Travel_Rarely 243 Sales
## 125 125 29 No Travel_Frequently 442 Sales
## 126 126 35 No Travel_Rarely 1224 Sales
## 127 127 32 Yes Travel_Frequently 1125 Research & Development
## 128 128 45 No Travel_Rarely 556 Research & Development
## 129 129 43 No Travel_Rarely 930 Research & Development
## 130 130 46 No Travel_Rarely 1319 Sales
## 131 131 29 No Travel_Rarely 991 Sales
## 132 132 49 No Travel_Rarely 1313 Sales
## 133 133 42 No Travel_Frequently 1368 Research & Development
## 134 134 39 No Travel_Rarely 492 Research & Development
## 135 135 43 No Travel_Frequently 559 Research & Development
## 136 136 40 No Travel_Frequently 791 Research & Development
## 137 137 29 Yes Travel_Rarely 805 Research & Development
## 138 138 54 No Travel_Rarely 1441 Research & Development
## 139 139 39 Yes Travel_Rarely 1122 Research & Development
## 140 140 37 No Travel_Rarely 1189 Sales
## 141 141 56 No Travel_Rarely 1369 Research & Development
## 142 142 58 No Travel_Rarely 848 Research & Development
## 143 143 46 No Travel_Rarely 566 Research & Development
## 144 144 37 No Travel_Rarely 228 Sales
## 145 145 40 No Travel_Rarely 1202 Research & Development
## 146 146 29 No Non-Travel 746 Sales
## 147 147 33 No Travel_Rarely 931 Research & Development
## 148 148 33 No Travel_Rarely 1242 Sales
## 149 149 24 No Travel_Rarely 477 Research & Development
## 150 150 28 No Travel_Rarely 580 Research & Development
## 151 151 31 Yes Travel_Rarely 1365 Sales
## 152 152 32 No Travel_Rarely 929 Sales
## 153 153 32 No Travel_Rarely 906 Sales
## 154 154 41 No Travel_Rarely 447 Research & Development
## 155 155 34 No Travel_Rarely 546 Research & Development
## 156 156 30 No Non-Travel 641 Sales
## 157 157 40 No Travel_Rarely 444 Sales
## 158 158 39 Yes Travel_Frequently 203 Research & Development
## 159 159 43 No Travel_Frequently 1082 Research & Development
## 160 160 42 No Travel_Frequently 458 Research & Development
## 161 161 30 No Travel_Rarely 852 Research & Development
## 162 162 28 Yes Non-Travel 1366 Research & Development
## 163 163 33 No Travel_Rarely 1216 Sales
## 164 164 42 No Travel_Rarely 916 Research & Development
## 165 165 35 No Travel_Rarely 1232 Sales
## 166 166 20 Yes Travel_Rarely 500 Sales
## 167 167 49 No Travel_Rarely 301 Research & Development
## 168 168 33 No Travel_Rarely 922 Research & Development
## 169 169 52 No Travel_Rarely 956 Research & Development
## 170 170 29 No Travel_Rarely 1107 Research & Development
## 171 171 30 No Travel_Rarely 501 Sales
## 172 172 47 No Non-Travel 1169 Research & Development
## 173 173 46 No Travel_Frequently 1034 Research & Development
## 174 174 33 No Travel_Rarely 536 Sales
## 175 175 53 No Travel_Rarely 1376 Sales
## 176 176 21 No Travel_Rarely 984 Research & Development
## 177 177 55 Yes Travel_Rarely 725 Research & Development
## 178 178 26 Yes Travel_Frequently 342 Research & Development
## 179 179 32 No Travel_Frequently 967 Sales
## 180 180 38 No Travel_Rarely 702 Sales
## 181 181 35 No Travel_Rarely 819 Research & Development
## 182 182 38 No Travel_Rarely 1009 Sales
## 183 183 43 No Travel_Frequently 957 Research & Development
## 184 184 39 No Travel_Rarely 1089 Research & Development
## 185 185 39 No Travel_Frequently 443 Research & Development
## 186 186 28 No Travel_Rarely 1158 Research & Development
## 187 187 25 No Travel_Frequently 772 Research & Development
## 188 188 47 No Travel_Rarely 1225 Sales
## 189 189 50 No Travel_Rarely 797 Research & Development
## 190 190 28 No Non-Travel 120 Sales
## 191 191 30 No Travel_Rarely 1275 Research & Development
## 192 192 31 No Travel_Frequently 1125 Sales
## 193 193 46 No Travel_Rarely 1485 Research & Development
## 194 194 48 No Travel_Rarely 163 Sales
## 195 195 26 No Travel_Rarely 683 Research & Development
## 196 196 51 No Travel_Rarely 833 Research & Development
## 197 197 51 No Travel_Rarely 432 Research & Development
## 198 198 49 No Travel_Rarely 174 Sales
## 199 199 44 No Travel_Rarely 477 Research & Development
## 200 200 24 No Travel_Rarely 823 Research & Development
## 201 201 40 Yes Non-Travel 1479 Sales
## 202 202 32 No Travel_Rarely 548 Research & Development
## 203 203 32 No Travel_Rarely 859 Research & Development
## 204 204 28 Yes Travel_Rarely 654 Research & Development
## 205 205 32 No Travel_Rarely 1401 Sales
## 206 206 44 No Travel_Rarely 661 Research & Development
## 207 207 43 Yes Travel_Rarely 1372 Sales
## 208 208 38 Yes Travel_Rarely 1180 Research & Development
## 209 209 30 No Travel_Rarely 201 Research & Development
## 210 210 41 No Travel_Rarely 802 Sales
## 211 211 41 No Travel_Rarely 582 Research & Development
## 212 212 42 No Travel_Rarely 265 Sales
## 213 213 37 No Travel_Rarely 1225 Research & Development
## 214 214 42 No Travel_Rarely 932 Research & Development
## 215 215 27 No Travel_Rarely 1115 Research & Development
## 216 216 40 No Travel_Rarely 896 Research & Development
## 217 217 38 No Travel_Rarely 1495 Research & Development
## 218 218 48 No Travel_Frequently 117 Research & Development
## 219 219 30 No Travel_Rarely 438 Research & Development
## 220 220 26 No Travel_Rarely 583 Research & Development
## 221 221 34 No Travel_Rarely 304 Sales
## 222 222 45 Yes Travel_Frequently 306 Sales
## 223 223 33 No Non-Travel 530 Sales
## 224 224 28 No Travel_Rarely 1423 Research & Development
## 225 225 38 No Travel_Rarely 1206 Research & Development
## 226 226 30 No Travel_Rarely 911 Research & Development
## 227 227 35 No Travel_Rarely 464 Research & Development
## 228 228 22 No Travel_Rarely 1136 Research & Development
## 229 229 24 No Travel_Rarely 1353 Sales
## 230 230 49 No Travel_Rarely 465 Research & Development
## 231 231 45 No Travel_Rarely 1329 Research & Development
## 232 232 35 No Travel_Rarely 890 Sales
## 233 233 47 Yes Travel_Frequently 1093 Sales
## 234 234 54 No Travel_Rarely 1147 Sales
## 235 235 43 No Travel_Frequently 394 Sales
## 236 236 37 Yes Travel_Rarely 625 Sales
## 237 237 42 No Travel_Rarely 300 Research & Development
## 238 238 32 No Travel_Rarely 646 Research & Development
## 239 239 25 No Travel_Rarely 309 Human Resources
## 240 240 50 No Travel_Rarely 813 Research & Development
## 241 241 42 No Travel_Rarely 319 Research & Development
## 242 242 45 No Travel_Frequently 364 Research & Development
## 243 243 29 No Travel_Rarely 1328 Research & Development
## 244 244 25 Yes Travel_Rarely 383 Sales
## 245 245 29 No Travel_Rarely 718 Research & Development
## 246 246 29 No Travel_Rarely 1086 Research & Development
## 247 247 31 No Travel_Rarely 1232 Research & Development
## 248 248 32 No Travel_Rarely 234 Sales
## 249 249 41 No Travel_Frequently 1200 Research & Development
## 250 250 41 No Travel_Rarely 1276 Sales
## 251 251 33 No Non-Travel 1313 Research & Development
## 252 252 36 No Non-Travel 1229 Sales
## 253 253 45 No Travel_Rarely 252 Research & Development
## 254 254 31 Yes Travel_Rarely 359 Human Resources
## 255 255 40 No Non-Travel 218 Research & Development
## 256 256 43 No Non-Travel 343 Research & Development
## 257 257 31 No Travel_Frequently 444 Sales
## 258 258 30 No Travel_Rarely 855 Sales
## 259 259 34 No Travel_Rarely 1480 Sales
## 260 260 25 No Travel_Rarely 977 Research & Development
## 261 261 31 Yes Travel_Frequently 703 Sales
## 262 262 29 Yes Travel_Rarely 224 Research & Development
## 263 263 33 Yes Travel_Rarely 813 Research & Development
## 264 264 29 No Travel_Frequently 1404 Sales
## 265 265 24 No Travel_Rarely 1127 Research & Development
## 266 266 35 No Travel_Rarely 809 Research & Development
## 267 267 34 No Travel_Frequently 829 Research & Development
## 268 268 32 Yes Travel_Rarely 1259 Research & Development
## 269 269 33 No Travel_Frequently 1303 Research & Development
## 270 270 30 No Travel_Rarely 1176 Research & Development
## 271 271 45 No Non-Travel 589 Sales
## 272 272 34 No Travel_Rarely 1130 Research & Development
## 273 273 27 No Travel_Rarely 728 Sales
## 274 274 36 No Travel_Rarely 329 Sales
## 275 275 55 No Travel_Rarely 692 Research & Development
## 276 276 56 No Travel_Rarely 718 Research & Development
## 277 277 22 No Travel_Rarely 253 Research & Development
## 278 278 43 No Travel_Frequently 185 Research & Development
## 279 279 25 Yes Travel_Rarely 240 Sales
## 280 280 55 No Travel_Rarely 1229 Research & Development
## 281 281 43 No Travel_Rarely 1179 Sales
## 282 282 41 No Travel_Rarely 263 Research & Development
## 283 283 40 No Travel_Rarely 1194 Research & Development
## 284 284 31 No Travel_Rarely 691 Sales
## 285 285 38 No Travel_Rarely 433 Human Resources
## 286 286 33 No Travel_Rarely 589 Research & Development
## 287 287 22 Yes Travel_Rarely 391 Research & Development
## 288 288 34 No Travel_Rarely 1346 Research & Development
## 289 289 36 No Travel_Frequently 1467 Sales
## 290 290 35 No Travel_Rarely 384 Sales
## 291 291 45 No Travel_Rarely 974 Research & Development
## 292 292 36 No Non-Travel 1105 Research & Development
## 293 293 27 No Travel_Rarely 894 Research & Development
## 294 294 47 No Non-Travel 1162 Research & Development
## 295 295 40 No Travel_Rarely 898 Human Resources
## 296 296 35 No Travel_Rarely 1490 Research & Development
## 297 297 34 No Travel_Frequently 1069 Research & Development
## 298 298 34 Yes Travel_Frequently 658 Research & Development
## 299 299 31 Yes Non-Travel 335 Research & Development
## 300 300 28 Yes Travel_Rarely 1157 Research & Development
## 301 301 32 No Travel_Frequently 379 Sales
## 302 302 35 No Travel_Frequently 853 Sales
## 303 303 55 No Travel_Rarely 1441 Research & Development
## 304 304 35 No Travel_Rarely 1395 Research & Development
## 305 305 58 Yes Travel_Rarely 289 Research & Development
## 306 306 24 No Non-Travel 1269 Research & Development
## 307 307 50 No Travel_Rarely 804 Research & Development
## 308 308 34 No Non-Travel 697 Research & Development
## 309 309 55 No Travel_Frequently 135 Research & Development
## 310 310 25 No Travel_Rarely 810 Sales
## 311 311 34 No Travel_Rarely 1351 Research & Development
## 312 312 40 No Travel_Rarely 302 Research & Development
## 313 313 31 Yes Travel_Frequently 561 Research & Development
## 314 314 51 No Travel_Rarely 1169 Research & Development
## 315 315 60 No Travel_Rarely 1179 Sales
## 316 316 47 No Travel_Rarely 955 Sales
## 317 317 34 No Travel_Frequently 303 Sales
## 318 318 24 No Travel_Rarely 771 Research & Development
## 319 319 39 No Travel_Rarely 1498 Sales
## 320 320 19 No Travel_Rarely 265 Research & Development
## 321 321 32 No Non-Travel 1184 Research & Development
## 322 322 34 No Travel_Rarely 1397 Research & Development
## 323 323 30 No Travel_Frequently 1012 Research & Development
## 324 324 46 No Travel_Rarely 1003 Research & Development
## 325 325 39 No Travel_Rarely 466 Research & Development
## 326 326 27 No Travel_Rarely 618 Research & Development
## 327 327 44 No Travel_Rarely 1313 Research & Development
## 328 328 42 No Travel_Rarely 557 Research & Development
## 329 329 38 No Travel_Frequently 1394 Research & Development
## 330 330 42 No Travel_Rarely 1147 Human Resources
## 331 331 49 No Travel_Rarely 809 Research & Development
## 332 332 32 Yes Travel_Rarely 1045 Sales
## 333 333 44 Yes Travel_Frequently 429 Research & Development
## 334 334 27 No Travel_Rarely 608 Research & Development
## 335 335 59 No Non-Travel 1420 Human Resources
## 336 336 33 Yes Travel_Frequently 827 Research & Development
## 337 337 35 No Travel_Frequently 1182 Sales
## 338 338 34 No Travel_Frequently 618 Research & Development
## 339 339 50 Yes Travel_Frequently 959 Sales
## 340 340 27 No Travel_Rarely 1240 Research & Development
## 341 341 36 No Travel_Rarely 852 Research & Development
## 342 342 28 No Travel_Frequently 193 Research & Development
## 343 343 33 No Travel_Rarely 654 Research & Development
## 344 344 30 No Travel_Frequently 160 Research & Development
## 345 345 30 No Travel_Rarely 1329 Sales
## 346 346 39 No Travel_Rarely 119 Sales
## 347 347 34 No Travel_Frequently 1003 Research & Development
## 348 348 26 No Travel_Frequently 1479 Research & Development
## 349 349 44 No Non-Travel 111 Research & Development
## 350 350 56 No Travel_Rarely 832 Research & Development
## 351 351 42 No Travel_Rarely 1396 Research & Development
## 352 352 31 No Travel_Rarely 218 Sales
## 353 353 40 No Travel_Frequently 902 Research & Development
## 354 354 40 No Non-Travel 1142 Research & Development
## 355 355 41 No Travel_Rarely 796 Sales
## 356 356 34 No Travel_Rarely 1326 Sales
## 357 357 26 No Travel_Rarely 841 Research & Development
## 358 358 29 Yes Travel_Rarely 408 Research & Development
## 359 359 32 No Travel_Rarely 427 Research & Development
## 360 360 36 No Travel_Rarely 1403 Research & Development
## 361 361 52 No Travel_Rarely 699 Research & Development
## 362 362 29 Yes Travel_Frequently 746 Sales
## 363 363 52 Yes Travel_Rarely 266 Sales
## 364 364 40 No Travel_Rarely 1416 Research & Development
## 365 365 55 No Travel_Rarely 282 Research & Development
## 366 366 56 No Travel_Frequently 906 Sales
## 367 367 34 No Travel_Frequently 135 Research & Development
## 368 368 40 No Travel_Rarely 1342 Sales
## 369 369 23 No Travel_Rarely 977 Research & Development
## 370 370 32 No Travel_Rarely 1018 Research & Development
## 371 371 31 No Travel_Frequently 853 Research & Development
## 372 372 30 No Non-Travel 1398 Sales
## 373 373 45 No Travel_Frequently 1249 Research & Development
## 374 374 37 No Travel_Rarely 1470 Research & Development
## 375 375 20 No Travel_Rarely 727 Sales
## 376 376 50 No Travel_Frequently 333 Research & Development
## 377 377 36 Yes Travel_Rarely 885 Research & Development
## 378 378 42 No Travel_Rarely 419 Sales
## 379 379 29 No Travel_Rarely 942 Research & Development
## 380 380 30 Yes Travel_Rarely 138 Research & Development
## 381 381 47 No Travel_Rarely 1482 Research & Development
## 382 382 26 No Travel_Rarely 1355 Human Resources
## 383 383 48 No Travel_Rarely 1221 Sales
## 384 384 23 No Travel_Rarely 541 Sales
## 385 385 51 Yes Travel_Rarely 1323 Research & Development
## 386 386 38 No Travel_Rarely 1333 Research & Development
## 387 387 35 No Travel_Frequently 944 Sales
## 388 388 29 No Travel_Rarely 232 Research & Development
## 389 389 36 No Travel_Rarely 530 Sales
## 390 390 21 Yes Travel_Frequently 756 Sales
## 391 391 34 No Travel_Rarely 1111 Sales
## 392 392 26 No Travel_Rarely 1443 Sales
## 393 393 31 No Non-Travel 976 Research & Development
## 394 394 60 No Travel_Frequently 1499 Sales
## 395 395 42 No Travel_Frequently 1271 Research & Development
## 396 396 31 No Travel_Rarely 192 Research & Development
## 397 397 46 No Travel_Rarely 1009 Research & Development
## 398 398 34 Yes Travel_Rarely 1107 Human Resources
## 399 399 56 No Non-Travel 667 Research & Development
## 400 400 44 No Travel_Frequently 1193 Research & Development
## 401 401 30 No Travel_Rarely 317 Research & Development
## 402 402 42 No Non-Travel 926 Research & Development
## 403 403 47 No Travel_Rarely 207 Research & Development
## 404 404 36 No Travel_Rarely 711 Research & Development
## 405 405 35 No Travel_Rarely 1343 Research & Development
## 406 406 43 No Travel_Rarely 782 Research & Development
## 407 407 31 No Travel_Rarely 196 Sales
## 408 408 36 No Travel_Rarely 917 Research & Development
## 409 409 53 No Travel_Rarely 1219 Sales
## 410 410 43 No Travel_Rarely 589 Research & Development
## 411 411 36 No Travel_Rarely 1278 Human Resources
## 412 412 41 No Travel_Rarely 918 Sales
## 413 413 37 No Travel_Rarely 408 Research & Development
## 414 414 32 No Travel_Frequently 1318 Sales
## 415 415 34 Yes Travel_Frequently 296 Sales
## 416 416 35 No Non-Travel 1180 Research & Development
## 417 417 30 No Non-Travel 1116 Research & Development
## 418 418 36 No Travel_Frequently 566 Research & Development
## 419 419 37 No Travel_Rarely 977 Research & Development
## 420 420 29 No Travel_Rarely 986 Research & Development
## 421 421 34 No Travel_Rarely 1153 Research & Development
## 422 422 37 No Non-Travel 1063 Research & Development
## 423 423 31 Yes Travel_Rarely 249 Sales
## 424 424 18 No Non-Travel 1124 Research & Development
## 425 425 28 No Travel_Rarely 736 Sales
## 426 426 43 No Travel_Rarely 415 Sales
## 427 427 30 No Non-Travel 990 Research & Development
## 428 428 21 No Travel_Rarely 996 Research & Development
## 429 429 32 Yes Travel_Rarely 515 Research & Development
## 430 430 34 No Travel_Rarely 470 Research & Development
## 431 431 27 No Travel_Rarely 1377 Sales
## 432 432 40 No Non-Travel 458 Research & Development
## 433 433 49 Yes Travel_Frequently 1475 Research & Development
## 434 434 29 No Travel_Rarely 590 Research & Development
## 435 435 40 No Travel_Rarely 658 Sales
## 436 436 27 No Travel_Rarely 1130 Sales
## 437 437 28 Yes Travel_Rarely 890 Research & Development
## 438 438 26 No Travel_Rarely 157 Research & Development
## 439 439 50 Yes Travel_Rarely 869 Sales
## 440 440 38 No Travel_Rarely 827 Research & Development
## 441 441 32 No Travel_Frequently 1316 Research & Development
## 442 442 29 No Travel_Rarely 1082 Research & Development
## 443 443 28 Yes Travel_Rarely 529 Research & Development
## 444 444 44 No Travel_Rarely 528 Human Resources
## 445 445 46 No Travel_Rarely 734 Research & Development
## 446 446 47 No Travel_Rarely 465 Research & Development
## 447 447 38 No Travel_Frequently 1189 Research & Development
## 448 448 42 No Travel_Rarely 1128 Research & Development
## 449 449 38 No Travel_Frequently 653 Research & Development
## 450 450 45 No Non-Travel 336 Sales
## 451 451 33 No Travel_Rarely 501 Research & Development
## 452 452 44 No Travel_Rarely 1467 Research & Development
## 453 453 35 Yes Travel_Rarely 303 Sales
## 454 454 33 No Travel_Rarely 217 Sales
## 455 455 48 No Travel_Rarely 1236 Research & Development
## 456 456 40 No Travel_Rarely 611 Sales
## 457 457 31 No Travel_Rarely 1112 Sales
## 458 458 51 No Travel_Rarely 632 Sales
## 459 459 56 No Travel_Rarely 1255 Research & Development
## 460 460 36 No Travel_Rarely 172 Research & Development
## 461 461 42 No Travel_Frequently 1474 Research & Development
## 462 462 36 No Travel_Rarely 311 Research & Development
## 463 463 50 No Travel_Frequently 809 Sales
## 464 464 31 No Travel_Frequently 163 Research & Development
## 465 465 43 Yes Travel_Frequently 807 Research & Development
## 466 466 38 No Travel_Rarely 371 Research & Development
## 467 467 36 No Travel_Rarely 1157 Sales
## 468 468 36 No Travel_Rarely 132 Research & Development
## 469 469 26 Yes Non-Travel 265 Sales
## 470 470 53 No Travel_Rarely 1084 Research & Development
## 471 471 27 No Travel_Rarely 1354 Research & Development
## 472 472 29 Yes Travel_Frequently 459 Research & Development
## 473 473 45 No Travel_Rarely 193 Research & Development
## 474 474 45 No Travel_Rarely 1316 Research & Development
## 475 475 28 No Travel_Rarely 895 Research & Development
## 476 476 46 No Travel_Frequently 1211 Sales
## 477 477 37 No Travel_Rarely 342 Sales
## 478 478 26 No Travel_Rarely 775 Sales
## 479 479 52 No Travel_Rarely 258 Research & Development
## 480 480 37 No Travel_Rarely 161 Research & Development
## 481 481 29 No Travel_Rarely 136 Research & Development
## 482 482 31 No Travel_Rarely 1222 Research & Development
## 483 483 34 No Travel_Frequently 735 Research & Development
## 484 484 56 No Travel_Rarely 713 Research & Development
## 485 485 58 Yes Travel_Rarely 147 Research & Development
## 486 486 41 Yes Travel_Rarely 1102 Sales
## 487 487 30 Yes Travel_Rarely 945 Sales
## 488 488 31 No Travel_Rarely 670 Research & Development
## 489 489 48 Yes Travel_Rarely 626 Research & Development
## 490 490 34 No Travel_Rarely 970 Research & Development
## 491 491 49 No Travel_Frequently 636 Research & Development
## 492 492 50 No Travel_Rarely 1322 Research & Development
## 493 493 29 No Travel_Rarely 469 Sales
## 494 494 35 No Travel_Rarely 1029 Research & Development
## 495 495 36 No Travel_Rarely 1266 Sales
## 496 496 51 No Travel_Rarely 1318 Sales
## 497 497 45 No Travel_Rarely 192 Research & Development
## 498 498 37 No Travel_Frequently 889 Research & Development
## 499 499 36 No Travel_Rarely 1299 Research & Development
## 500 500 39 No Non-Travel 1251 Sales
## 501 501 58 Yes Travel_Rarely 601 Research & Development
## 502 502 28 Yes Travel_Rarely 103 Research & Development
## 503 503 48 Yes Travel_Frequently 708 Sales
## 504 504 29 No Travel_Rarely 1389 Research & Development
## 505 505 47 No Travel_Rarely 359 Research & Development
## 506 506 32 No Travel_Rarely 824 Research & Development
## 507 507 33 Yes Travel_Rarely 350 Sales
## 508 508 51 No Travel_Frequently 541 Sales
## 509 509 37 No Travel_Frequently 319 Sales
## 510 510 41 Yes Travel_Rarely 1360 Research & Development
## 511 511 38 No Travel_Rarely 345 Sales
## 512 512 39 No Non-Travel 1485 Research & Development
## 513 513 32 No Travel_Frequently 585 Research & Development
## 514 514 33 No Travel_Frequently 515 Research & Development
## 515 515 21 No Non-Travel 895 Sales
## 516 516 51 No Travel_Rarely 1302 Research & Development
## 517 517 25 Yes Travel_Rarely 867 Sales
## 518 518 42 No Travel_Rarely 855 Research & Development
## 519 519 30 No Travel_Rarely 1138 Research & Development
## 520 520 56 Yes Travel_Rarely 1162 Research & Development
## 521 521 34 No Travel_Frequently 702 Research & Development
## 522 522 28 Yes Travel_Rarely 329 Research & Development
## 523 523 45 No Travel_Rarely 1339 Research & Development
## 524 524 49 No Travel_Rarely 1245 Research & Development
## 525 525 59 No Travel_Rarely 142 Research & Development
## 526 526 53 No Travel_Frequently 124 Sales
## 527 527 45 No Travel_Rarely 1268 Sales
## 528 528 31 No Travel_Rarely 1332 Research & Development
## 529 529 35 No Travel_Rarely 1214 Research & Development
## 530 530 56 Yes Travel_Rarely 441 Research & Development
## 531 531 38 No Travel_Rarely 330 Research & Development
## 532 532 36 No Travel_Rarely 884 Sales
## 533 533 29 No Travel_Rarely 1252 Research & Development
## 534 534 32 No Non-Travel 1146 Research & Development
## 535 535 29 Yes Travel_Rarely 318 Research & Development
## 536 536 43 No Non-Travel 1344 Research & Development
## 537 537 38 No Travel_Rarely 130 Sales
## 538 538 42 No Travel_Rarely 544 Human Resources
## 539 539 24 Yes Travel_Rarely 1448 Sales
## 540 540 42 No Travel_Rarely 647 Sales
## 541 541 30 No Travel_Rarely 853 Research & Development
## 542 542 33 No Travel_Rarely 867 Research & Development
## 543 543 27 No Non-Travel 1450 Research & Development
## 544 544 38 No Travel_Rarely 1261 Research & Development
## 545 545 34 No Travel_Rarely 121 Research & Development
## 546 546 34 No Travel_Rarely 678 Research & Development
## 547 547 49 No Travel_Rarely 527 Research & Development
## 548 548 40 No Travel_Frequently 720 Research & Development
## 549 549 38 No Travel_Rarely 849 Research & Development
## 550 550 45 No Travel_Rarely 788 Human Resources
## 551 551 41 No Travel_Rarely 314 Human Resources
## 552 552 28 No Travel_Rarely 1169 Human Resources
## 553 553 36 No Travel_Frequently 1213 Human Resources
## 554 554 48 No Travel_Rarely 1469 Research & Development
## 555 555 40 No Non-Travel 1151 Research & Development
## 556 556 37 No Travel_Rarely 558 Sales
## 557 557 54 No Travel_Rarely 548 Research & Development
## 558 558 34 No Travel_Rarely 254 Research & Development
## 559 559 42 No Travel_Rarely 933 Research & Development
## 560 560 26 No Travel_Rarely 933 Sales
## 561 561 36 No Travel_Frequently 1480 Research & Development
## 562 562 58 No Travel_Frequently 1216 Research & Development
## 563 563 27 No Travel_Rarely 1134 Research & Development
## 564 564 31 No Non-Travel 697 Research & Development
## 565 565 30 No Travel_Rarely 921 Research & Development
## 566 566 44 No Travel_Rarely 1037 Research & Development
## 567 567 32 No Travel_Rarely 128 Research & Development
## 568 568 30 Yes Travel_Rarely 740 Sales
## 569 569 42 No Travel_Rarely 462 Sales
## 570 570 50 No Travel_Rarely 939 Research & Development
## 571 571 41 No Travel_Rarely 337 Sales
## 572 572 21 Yes Travel_Rarely 1427 Research & Development
## 573 573 28 No Travel_Frequently 783 Sales
## 574 574 34 No Travel_Rarely 810 Sales
## 575 575 26 No Travel_Rarely 703 Sales
## 576 576 37 No Travel_Rarely 1115 Research & Development
## 577 577 38 No Travel_Rarely 1404 Sales
## 578 578 44 No Non-Travel 981 Research & Development
## 579 579 39 No Travel_Frequently 711 Research & Development
## 580 580 29 No Travel_Rarely 1329 Research & Development
## 581 581 25 No Travel_Rarely 882 Research & Development
## 582 582 42 No Travel_Rarely 810 Research & Development
## 583 583 38 No Travel_Rarely 833 Research & Development
## 584 584 28 No Travel_Rarely 760 Sales
## 585 585 44 No Travel_Rarely 1459 Research & Development
## 586 586 40 No Travel_Rarely 905 Research & Development
## 587 587 38 No Non-Travel 573 Research & Development
## 588 588 36 Yes Travel_Rarely 1218 Sales
## 589 589 37 No Travel_Rarely 1462 Research & Development
## 590 590 35 No Travel_Rarely 1142 Research & Development
## 591 591 22 No Non-Travel 457 Research & Development
## 592 592 34 Yes Travel_Rarely 790 Sales
## 593 593 28 Yes Travel_Frequently 1496 Sales
## 594 594 49 No Travel_Rarely 722 Research & Development
## 595 595 40 No Travel_Rarely 884 Research & Development
## 596 596 33 No Travel_Rarely 586 Sales
## 597 597 35 No Travel_Rarely 672 Research & Development
## 598 598 40 No Travel_Rarely 555 Research & Development
## 599 599 27 No Travel_Rarely 155 Research & Development
## 600 600 24 Yes Travel_Rarely 813 Research & Development
## 601 601 24 No Non-Travel 830 Sales
## 602 602 32 No Non-Travel 1200 Research & Development
## 603 603 30 No Travel_Rarely 153 Research & Development
## 604 604 29 No Travel_Rarely 1401 Research & Development
## 605 605 29 Yes Travel_Rarely 428 Sales
## 606 606 53 No Travel_Rarely 970 Research & Development
## 607 607 59 No Travel_Frequently 1225 Sales
## 608 608 38 No Travel_Rarely 322 Sales
## 609 609 26 No Travel_Rarely 652 Research & Development
## 610 610 33 No Non-Travel 1038 Sales
## 611 611 35 No Travel_Rarely 817 Research & Development
## 612 612 41 No Non-Travel 509 Research & Development
## 613 613 33 Yes Travel_Rarely 465 Research & Development
## 614 614 19 Yes Travel_Rarely 419 Sales
## 615 615 30 No Travel_Rarely 231 Sales
## 616 616 34 No Travel_Rarely 1157 Research & Development
## 617 617 33 No Travel_Rarely 1099 Research & Development
## 618 618 44 No Travel_Rarely 1488 Sales
## 619 619 39 No Travel_Rarely 613 Research & Development
## 620 620 35 No Non-Travel 727 Research & Development
## 621 621 20 Yes Travel_Frequently 871 Research & Development
## 622 622 47 No Travel_Frequently 1379 Research & Development
## 623 623 34 No Travel_Rarely 182 Research & Development
## 624 624 35 No Travel_Rarely 1146 Human Resources
## 625 625 28 Yes Travel_Frequently 289 Research & Development
## 626 626 27 No Travel_Rarely 1167 Research & Development
## 627 627 24 No Travel_Rarely 1476 Sales
## 628 628 38 No Travel_Rarely 343 Research & Development
## 629 629 55 No Travel_Frequently 1091 Research & Development
## 630 630 34 No Travel_Rarely 1442 Research & Development
## 631 631 55 No Travel_Rarely 836 Research & Development
## 632 632 34 No Travel_Rarely 937 Sales
## 633 633 38 No Travel_Rarely 1035 Sales
## 634 634 36 No Travel_Rarely 922 Research & Development
## 635 635 43 No Travel_Rarely 1001 Research & Development
## 636 636 35 No Travel_Frequently 636 Research & Development
## 637 637 42 No Travel_Rarely 469 Research & Development
## 638 638 34 No Travel_Rarely 1239 Sales
## 639 639 24 No Travel_Rarely 691 Research & Development
## 640 640 27 Yes Travel_Rarely 1420 Sales
## 641 641 30 No Travel_Rarely 1358 Research & Development
## 642 642 40 No Travel_Rarely 750 Research & Development
## 643 643 55 No Non-Travel 444 Research & Development
## 644 644 34 Yes Non-Travel 967 Research & Development
## 645 645 41 Yes Non-Travel 906 Research & Development
## 646 646 40 No Travel_Rarely 630 Sales
## 647 647 18 Yes Non-Travel 247 Research & Development
## 648 648 26 No Travel_Rarely 390 Research & Development
## 649 649 35 No Travel_Rarely 776 Sales
## 650 650 40 Yes Travel_Rarely 1329 Research & Development
## 651 651 35 No Travel_Rarely 992 Research & Development
## 652 652 60 No Travel_Rarely 696 Sales
## 653 653 40 No Travel_Frequently 593 Research & Development
## 654 654 48 No Travel_Rarely 530 Sales
## 655 655 22 Yes Travel_Frequently 1368 Research & Development
## 656 656 26 No Travel_Frequently 496 Research & Development
## 657 657 51 No Travel_Rarely 1469 Research & Development
## 658 658 54 No Travel_Frequently 1050 Research & Development
## 659 659 41 No Travel_Rarely 483 Research & Development
## 660 660 36 No Travel_Frequently 1195 Research & Development
## 661 661 32 No Travel_Frequently 430 Research & Development
## 662 662 34 No Travel_Rarely 1303 Research & Development
## 663 663 46 No Travel_Rarely 1277 Sales
## 664 664 35 No Travel_Rarely 802 Research & Development
## 665 665 34 No Non-Travel 1065 Sales
## 666 666 29 No Travel_Frequently 461 Research & Development
## 667 667 29 No Travel_Frequently 1413 Sales
## 668 668 33 Yes Travel_Rarely 587 Research & Development
## 669 669 32 Yes Travel_Rarely 1089 Research & Development
## 670 670 54 No Travel_Rarely 685 Research & Development
## 671 671 37 No Travel_Rarely 397 Research & Development
## 672 672 33 No Travel_Rarely 392 Sales
## 673 673 28 No Travel_Frequently 467 Sales
## 674 674 35 Yes Travel_Frequently 130 Research & Development
## 675 675 27 No Travel_Rarely 486 Research & Development
## 676 676 46 No Travel_Rarely 168 Sales
## 677 677 36 No Travel_Rarely 676 Research & Development
## 678 678 40 No Travel_Frequently 692 Research & Development
## 679 679 36 No Travel_Frequently 688 Research & Development
## 680 680 31 No Travel_Rarely 154 Sales
## 681 681 25 No Travel_Rarely 583 Sales
## 682 682 43 No Travel_Frequently 313 Research & Development
## 683 683 36 No Travel_Rarely 1351 Research & Development
## 684 684 57 No Travel_Rarely 334 Research & Development
## 685 685 28 No Travel_Rarely 440 Research & Development
## 686 686 31 No Travel_Rarely 1274 Research & Development
## 687 687 29 Yes Travel_Frequently 337 Research & Development
## 688 688 33 No Travel_Rarely 147 Research & Development
## 689 689 19 Yes Travel_Rarely 303 Research & Development
## 690 690 38 No Non-Travel 1336 Human Resources
## 691 691 38 No Travel_Frequently 888 Human Resources
## 692 692 47 Yes Non-Travel 666 Research & Development
## 693 693 42 No Travel_Rarely 1332 Research & Development
## 694 694 30 Yes Travel_Frequently 464 Research & Development
## 695 695 37 No Travel_Frequently 1278 Sales
## 696 696 47 No Travel_Rarely 1454 Sales
## 697 697 48 No Travel_Frequently 365 Research & Development
## 698 698 36 No Travel_Rarely 1396 Research & Development
## 699 699 18 Yes Travel_Frequently 544 Sales
## 700 700 46 No Travel_Rarely 1450 Research & Development
## 701 701 29 No Travel_Rarely 352 Human Resources
## 702 702 34 No Travel_Rarely 1400 Sales
## 703 703 35 No Non-Travel 1212 Sales
## 704 704 26 Yes Travel_Rarely 920 Human Resources
## 705 705 59 No Travel_Rarely 818 Human Resources
## 706 706 41 No Non-Travel 267 Sales
## 707 707 54 No Travel_Rarely 431 Research & Development
## 708 708 31 No Travel_Rarely 1398 Human Resources
## 709 709 38 No Travel_Rarely 1153 Research & Development
## 710 710 50 No Non-Travel 881 Research & Development
## 711 711 30 No Travel_Rarely 634 Research & Development
## 712 712 57 No Travel_Rarely 210 Sales
## 713 713 48 No Travel_Rarely 969 Research & Development
## 714 714 36 No Travel_Frequently 541 Sales
## 715 715 36 No Non-Travel 1434 Sales
## 716 716 24 Yes Travel_Rarely 240 Human Resources
## 717 717 30 No Travel_Rarely 852 Sales
## 718 718 28 No Travel_Rarely 857 Research & Development
## 719 719 35 Yes Travel_Frequently 880 Sales
## 720 720 28 No Travel_Rarely 950 Research & Development
## 721 721 37 No Travel_Rarely 482 Research & Development
## 722 722 37 No Travel_Rarely 671 Research & Development
## 723 723 34 No Travel_Frequently 560 Research & Development
## 724 724 36 No Travel_Rarely 796 Research & Development
## 725 725 42 No Travel_Rarely 1142 Research & Development
## 726 726 25 No Travel_Rarely 685 Research & Development
## 727 727 37 No Travel_Frequently 1231 Sales
## 728 728 34 No Travel_Frequently 878 Research & Development
## 729 729 26 Yes Travel_Rarely 471 Research & Development
## 730 730 22 No Travel_Rarely 594 Research & Development
## 731 731 43 No Travel_Rarely 177 Research & Development
## 732 732 39 Yes Travel_Rarely 1162 Sales
## 733 733 27 Yes Travel_Frequently 1337 Human Resources
## 734 734 32 Yes Non-Travel 1474 Sales
## 735 735 34 No Travel_Rarely 479 Research & Development
## 736 736 27 No Travel_Rarely 511 Sales
## 737 737 39 No Travel_Rarely 722 Sales
## 738 738 59 No Travel_Rarely 326 Sales
## 739 739 35 No Travel_Rarely 1219 Sales
## 740 740 35 No Travel_Rarely 538 Research & Development
## 741 741 25 No Travel_Rarely 959 Sales
## 742 742 31 No Travel_Rarely 688 Sales
## 743 743 37 No Travel_Rarely 674 Research & Development
## 744 744 23 No Travel_Rarely 160 Research & Development
## 745 745 25 No Travel_Rarely 1382 Sales
## 746 746 24 No Travel_Rarely 350 Research & Development
## 747 747 29 Yes Travel_Rarely 350 Human Resources
## 748 748 34 No Travel_Frequently 669 Research & Development
## 749 749 24 No Travel_Rarely 506 Research & Development
## 750 750 33 No Travel_Rarely 134 Research & Development
## 751 751 20 Yes Travel_Frequently 769 Sales
## 752 752 31 Yes Travel_Frequently 1060 Sales
## 753 753 50 No Travel_Frequently 1234 Research & Development
## 754 754 46 Yes Travel_Rarely 1254 Sales
## 755 755 54 No Travel_Rarely 1217 Research & Development
## 756 756 44 No Non-Travel 381 Research & Development
## 757 757 35 No Travel_Rarely 1137 Research & Development
## 758 758 49 No Travel_Rarely 1495 Research & Development
## 759 759 38 No Travel_Rarely 1495 Research & Development
## 760 760 45 Yes Travel_Rarely 1449 Sales
## 761 761 29 Yes Travel_Rarely 906 Research & Development
## 762 762 47 No Travel_Rarely 202 Research & Development
## 763 763 41 No Non-Travel 256 Sales
## 764 764 50 No Non-Travel 145 Sales
## 765 765 34 No Travel_Rarely 829 Human Resources
## 766 766 45 No Travel_Rarely 1015 Research & Development
## 767 767 41 No Travel_Rarely 509 Research & Development
## 768 768 40 No Non-Travel 1094 Sales
## 769 769 46 No Travel_Rarely 150 Research & Development
## 770 770 45 No Non-Travel 1050 Sales
## 771 771 33 No Travel_Frequently 508 Sales
## 772 772 46 No Travel_Rarely 526 Sales
## 773 773 39 No Travel_Frequently 505 Research & Development
## 774 774 36 Yes Travel_Rarely 318 Research & Development
## 775 775 42 No Travel_Frequently 288 Research & Development
## 776 776 23 No Travel_Rarely 310 Research & Development
## 777 777 30 No Travel_Rarely 330 Human Resources
## 778 778 32 No Non-Travel 862 Sales
## 779 779 26 No Non-Travel 786 Research & Development
## 780 780 29 Yes Travel_Rarely 1092 Research & Development
## 781 781 41 Yes Travel_Rarely 1356 Sales
## 782 782 39 No Travel_Rarely 408 Research & Development
## 783 783 33 No Travel_Rarely 1075 Human Resources
## 784 784 33 No Travel_Frequently 1146 Sales
## 785 785 47 No Non-Travel 543 Sales
## 786 786 31 No Travel_Rarely 182 Research & Development
## 787 787 51 No Travel_Rarely 942 Research & Development
## 788 788 52 Yes Travel_Rarely 723 Research & Development
## 789 789 55 No Travel_Rarely 478 Research & Development
## 790 790 25 No Travel_Rarely 266 Research & Development
## 791 791 49 No Travel_Rarely 271 Research & Development
## 792 792 34 No Travel_Rarely 629 Research & Development
## 793 793 38 No Travel_Rarely 397 Research & Development
## 794 794 36 No Travel_Rarely 1223 Research & Development
## 795 795 49 No Non-Travel 1002 Research & Development
## 796 796 33 Yes Travel_Frequently 1076 Research & Development
## 797 797 45 No Travel_Rarely 1385 Research & Development
## 798 798 22 Yes Travel_Rarely 1294 Research & Development
## 799 799 19 Yes Non-Travel 504 Research & Development
## 800 800 36 No Travel_Rarely 1040 Research & Development
## 801 801 33 No Travel_Frequently 1141 Sales
## 802 802 31 No Travel_Rarely 828 Sales
## 803 803 39 No Travel_Rarely 117 Research & Development
## 804 804 35 Yes Travel_Rarely 1204 Sales
## 805 805 44 No Non-Travel 489 Research & Development
## 806 806 36 No Travel_Rarely 1383 Research & Development
## 807 807 25 No Travel_Rarely 1372 Sales
## 808 808 22 No Travel_Rarely 1256 Research & Development
## 809 809 30 No Travel_Rarely 793 Research & Development
## 810 810 27 No Travel_Rarely 1157 Research & Development
## 811 811 30 No Non-Travel 111 Research & Development
## 812 812 25 No Travel_Rarely 949 Research & Development
## 813 813 24 No Travel_Rarely 1371 Sales
## 814 814 47 No Travel_Rarely 1176 Human Resources
## 815 815 38 No Travel_Rarely 395 Sales
## 816 816 33 No Travel_Rarely 117 Research & Development
## 817 817 30 No Travel_Rarely 946 Research & Development
## 818 818 33 No Travel_Rarely 213 Research & Development
## 819 819 30 No Travel_Rarely 1427 Research & Development
## 820 820 28 Yes Travel_Rarely 1475 Sales
## 821 821 32 No Travel_Rarely 634 Research & Development
## 822 822 29 No Travel_Rarely 1247 Sales
## 823 823 34 No Travel_Rarely 704 Sales
## 824 824 31 Yes Travel_Frequently 874 Research & Development
## 825 825 36 No Travel_Rarely 559 Research & Development
## 826 826 46 No Travel_Rarely 430 Research & Development
## 827 827 31 Yes Travel_Rarely 1079 Sales
## 828 828 34 No Travel_Rarely 131 Sales
## 829 829 38 No Travel_Frequently 594 Research & Development
## 830 830 50 No Travel_Frequently 1246 Human Resources
## 831 831 45 No Non-Travel 248 Research & Development
## 832 832 19 Yes Travel_Rarely 528 Sales
## 833 833 28 No Travel_Rarely 1179 Research & Development
## 834 834 19 No Travel_Rarely 645 Research & Development
## 835 835 55 No Non-Travel 177 Research & Development
## 836 836 37 No Non-Travel 142 Sales
## 837 837 37 No Travel_Rarely 1439 Research & Development
## 838 838 34 No Travel_Rarely 258 Sales
## 839 839 47 No Travel_Rarely 1001 Research & Development
## 840 840 48 No Travel_Rarely 1224 Research & Development
## 841 841 18 Yes Travel_Rarely 230 Research & Development
## 842 842 29 No Travel_Rarely 332 Human Resources
## 843 843 52 No Travel_Frequently 890 Research & Development
## 844 844 34 No Travel_Rarely 943 Research & Development
## 845 845 34 No Travel_Rarely 511 Sales
## 846 846 28 No Travel_Rarely 1300 Research & Development
## 847 847 19 No Travel_Rarely 1181 Research & Development
## 848 848 39 No Travel_Rarely 1132 Research & Development
## 849 849 40 Yes Travel_Rarely 575 Sales
## 850 850 26 No Travel_Frequently 1096 Research & Development
## 851 851 31 Yes Travel_Rarely 542 Sales
## 852 852 30 No Travel_Rarely 125 Research & Development
## 853 853 29 No Travel_Rarely 153 Research & Development
## 854 854 28 No Travel_Rarely 1476 Research & Development
## 855 855 35 No Travel_Rarely 219 Research & Development
## 856 856 35 No Travel_Rarely 660 Sales
## 857 857 30 Yes Travel_Rarely 1005 Research & Development
## 858 858 31 No Travel_Frequently 798 Research & Development
## 859 859 41 No Travel_Rarely 933 Research & Development
## 860 860 44 Yes Travel_Rarely 621 Research & Development
## 861 861 51 No Travel_Frequently 968 Research & Development
## 862 862 43 No Travel_Rarely 531 Sales
## 863 863 34 Yes Non-Travel 1362 Sales
## 864 864 47 No Travel_Frequently 217 Sales
## 865 865 45 No Travel_Rarely 1448 Research & Development
## 866 866 48 No Travel_Rarely 855 Research & Development
## 867 867 32 No Non-Travel 976 Sales
## 868 868 47 No Travel_Rarely 571 Sales
## 869 869 45 No Travel_Rarely 1457 Research & Development
## 870 870 35 No Travel_Frequently 138 Research & Development
## 871 871 43 No Travel_Frequently 1422 Sales
## 872 872 33 No Travel_Rarely 461 Research & Development
## 873 873 55 Yes Travel_Rarely 267 Sales
## 874 874 36 No Non-Travel 1351 Research & Development
## 875 875 27 No Travel_Rarely 1302 Research & Development
## 876 876 39 Yes Travel_Rarely 895 Sales
## 877 877 33 No Non-Travel 750 Sales
## 878 878 21 Yes Travel_Frequently 251 Research & Development
## 879 879 30 No Travel_Frequently 1312 Research & Development
## 880 880 51 No Travel_Rarely 1405 Research & Development
## 881 881 46 Yes Travel_Rarely 377 Sales
## 882 882 40 No Travel_Rarely 329 Research & Development
## 883 883 29 No Travel_Rarely 1176 Sales
## 884 884 27 No Travel_Frequently 829 Sales
## 885 885 29 No Travel_Rarely 1210 Sales
## 886 886 22 Yes Travel_Rarely 617 Research & Development
## 887 887 29 No Travel_Rarely 726 Research & Development
## 888 888 34 No Travel_Rarely 167 Research & Development
## 889 889 31 No Travel_Rarely 655 Research & Development
## 890 890 35 No Travel_Rarely 528 Human Resources
## 891 891 40 No Travel_Rarely 523 Research & Development
## 892 892 30 No Travel_Rarely 1288 Sales
## 893 893 46 Yes Travel_Rarely 669 Sales
## 894 894 27 No Travel_Frequently 1410 Sales
## 895 895 49 No Travel_Rarely 1490 Research & Development
## 896 896 46 No Travel_Rarely 706 Research & Development
## 897 897 33 Yes Travel_Rarely 211 Sales
## 898 898 42 No Non-Travel 495 Research & Development
## 899 899 34 No Travel_Rarely 507 Sales
## 900 900 36 No Travel_Rarely 329 Research & Development
## 901 901 27 No Travel_Rarely 591 Research & Development
## 902 902 44 No Travel_Frequently 383 Sales
## 903 903 48 No Travel_Rarely 492 Sales
## 904 904 40 No Travel_Rarely 543 Research & Development
## 905 905 45 No Travel_Rarely 1234 Sales
## 906 906 33 No Travel_Frequently 970 Sales
## 907 907 46 No Travel_Frequently 638 Research & Development
## 908 908 37 No Travel_Rarely 1192 Research & Development
## 909 909 28 Yes Travel_Rarely 1434 Research & Development
## 910 910 32 No Travel_Rarely 827 Research & Development
## 911 911 43 No Travel_Rarely 920 Research & Development
## 912 912 38 No Travel_Frequently 1444 Human Resources
## 913 913 40 No Travel_Rarely 616 Research & Development
## 914 914 34 No Travel_Rarely 1354 Research & Development
## 915 915 41 No Travel_Rarely 549 Research & Development
## 916 916 23 No Travel_Rarely 507 Research & Development
## 917 917 28 No Travel_Rarely 1217 Research & Development
## 918 918 26 No Travel_Rarely 572 Sales
## 919 919 28 No Travel_Rarely 1144 Sales
## 920 920 59 No Travel_Rarely 1324 Research & Development
## 921 921 30 No Travel_Rarely 413 Sales
## 922 922 35 No Travel_Rarely 1229 Research & Development
## 923 923 36 Yes Travel_Rarely 660 Research & Development
## 924 924 42 No Non-Travel 179 Human Resources
## 925 925 54 No Travel_Rarely 584 Research & Development
## 926 926 40 No Travel_Rarely 1171 Research & Development
## 927 927 32 No Travel_Rarely 604 Sales
## 928 928 38 No Travel_Rarely 201 Research & Development
## 929 929 22 No Non-Travel 1123 Research & Development
## 930 930 32 No Travel_Frequently 1005 Research & Development
## 931 931 34 No Non-Travel 1375 Sales
## 932 932 32 No Travel_Rarely 1018 Research & Development
## 933 933 41 No Travel_Rarely 645 Sales
## 934 934 58 Yes Travel_Frequently 781 Research & Development
## 935 935 20 Yes Travel_Rarely 129 Research & Development
## 936 936 24 Yes Travel_Frequently 381 Research & Development
## 937 937 46 No Travel_Rarely 644 Research & Development
## 938 938 51 Yes Travel_Frequently 1150 Research & Development
## 939 939 39 No Travel_Rarely 116 Research & Development
## 940 940 28 No Travel_Rarely 1172 Sales
## 941 941 40 Yes Travel_Rarely 676 Research & Development
## 942 942 39 No Travel_Rarely 1462 Sales
## 943 943 59 No Travel_Rarely 1435 Sales
## 944 944 27 No Travel_Rarely 1055 Research & Development
## 945 945 18 No Travel_Rarely 812 Sales
## 946 946 29 No Travel_Frequently 995 Research & Development
## 947 947 21 Yes Travel_Rarely 337 Sales
## 948 948 26 No Travel_Rarely 1349 Research & Development
## 949 949 26 Yes Travel_Frequently 426 Human Resources
## 950 950 47 Yes Travel_Frequently 719 Sales
## 951 951 42 No Non-Travel 355 Research & Development
## 952 952 40 No Travel_Rarely 300 Sales
## 953 953 37 No Travel_Rarely 124 Research & Development
## 954 954 27 No Travel_Frequently 1297 Research & Development
## 955 955 39 No Non-Travel 439 Research & Development
## 956 956 45 No Travel_Rarely 176 Human Resources
## 957 957 56 No Travel_Rarely 1400 Research & Development
## 958 958 32 No Non-Travel 1109 Research & Development
## 959 959 41 No Travel_Rarely 1206 Sales
## 960 960 58 Yes Travel_Rarely 286 Research & Development
## 961 961 29 No Travel_Rarely 665 Research & Development
## 962 962 40 No Travel_Rarely 1300 Research & Development
## 963 963 38 No Travel_Frequently 471 Research & Development
## 964 964 39 No Travel_Rarely 141 Human Resources
## 965 965 25 No Travel_Rarely 1280 Research & Development
## 966 966 50 No Travel_Rarely 989 Research & Development
## 967 967 29 No Travel_Rarely 468 Research & Development
## 968 968 36 No Travel_Rarely 164 Sales
## 969 969 50 No Travel_Frequently 1421 Research & Development
## 970 970 26 Yes Travel_Rarely 1449 Research & Development
## 971 971 27 No Travel_Rarely 954 Sales
## 972 972 31 No Travel_Rarely 616 Research & Development
## 973 973 28 No Travel_Frequently 791 Research & Development
## 974 974 20 No Travel_Rarely 959 Research & Development
## 975 975 24 No Travel_Rarely 1206 Research & Development
## 976 976 29 Yes Travel_Rarely 896 Research & Development
## 977 977 48 No Travel_Rarely 277 Research & Development
## 978 978 39 Yes Travel_Rarely 360 Research & Development
## 979 979 35 No Travel_Rarely 607 Research & Development
## 980 980 49 No Travel_Rarely 1098 Research & Development
## 981 981 35 No Travel_Rarely 1402 Sales
## 982 982 46 No Travel_Rarely 1125 Sales
## 983 983 52 No Travel_Rarely 1323 Research & Development
## 984 984 26 No Travel_Rarely 1167 Sales
## 985 985 36 No Travel_Rarely 1120 Sales
## 986 986 32 Yes Travel_Frequently 238 Research & Development
## 987 987 22 Yes Travel_Frequently 1256 Research & Development
## 988 988 32 No Travel_Rarely 601 Sales
## 989 989 39 No Travel_Frequently 945 Research & Development
## 990 990 31 No Travel_Rarely 408 Research & Development
## 991 991 39 No Travel_Rarely 1383 Human Resources
## 992 992 24 No Travel_Rarely 581 Research & Development
## 993 993 30 No Travel_Rarely 1240 Human Resources
## 994 994 40 No Travel_Frequently 1184 Sales
## 995 995 38 No Non-Travel 152 Sales
## 996 996 34 No Travel_Rarely 665 Research & Development
## 997 997 38 No Travel_Frequently 1391 Research & Development
## 998 998 54 No Travel_Rarely 971 Research & Development
## 999 999 35 No Travel_Rarely 882 Sales
## 1000 1000 32 Yes Travel_Rarely 374 Research & Development
## 1001 1001 46 No Travel_Rarely 945 Human Resources
## 1002 1002 47 No Travel_Frequently 1309 Sales
## 1003 1003 32 No Travel_Rarely 977 Research & Development
## 1004 1004 47 No Travel_Rarely 983 Research & Development
## 1005 1005 48 No Travel_Rarely 1108 Research & Development
## 1006 1006 34 No Travel_Rarely 735 Sales
## 1007 1007 20 No Travel_Rarely 1141 Sales
## 1008 1008 38 No Travel_Rarely 688 Research & Development
## 1009 1009 53 No Travel_Rarely 1223 Research & Development
## 1010 1010 53 No Travel_Rarely 1436 Sales
## 1011 1011 37 Yes Travel_Frequently 504 Research & Development
## 1012 1012 34 No Travel_Rarely 1031 Research & Development
## 1013 1013 32 No Travel_Rarely 588 Sales
## 1014 1014 34 Yes Travel_Frequently 234 Research & Development
## 1015 1015 30 Yes Travel_Frequently 334 Sales
## 1016 1016 43 No Travel_Rarely 990 Research & Development
## 1017 1017 42 No Travel_Rarely 269 Research & Development
## 1018 1018 35 No Travel_Rarely 662 Sales
## 1019 1019 30 No Travel_Rarely 1339 Sales
## 1020 1020 18 No Non-Travel 287 Research & Development
## 1021 1021 45 No Travel_Rarely 561 Sales
## 1022 1022 36 No Non-Travel 845 Sales
## 1023 1023 39 No Travel_Rarely 835 Research & Development
## 1024 1024 45 No Non-Travel 1238 Research & Development
## 1025 1025 41 No Travel_Frequently 857 Research & Development
## 1026 1026 39 No Non-Travel 105 Research & Development
## 1027 1027 31 No Travel_Rarely 106 Human Resources
## 1028 1028 25 No Travel_Rarely 891 Sales
## 1029 1029 24 Yes Travel_Rarely 693 Sales
## 1030 1030 44 Yes Travel_Rarely 1376 Human Resources
## 1031 1031 32 No Travel_Rarely 499 Sales
## 1032 1032 43 No Travel_Rarely 244 Human Resources
## 1033 1033 27 No Travel_Rarely 269 Research & Development
## 1034 1034 26 No Travel_Rarely 482 Research & Development
## 1035 1035 40 No Non-Travel 663 Research & Development
## 1036 1036 20 Yes Travel_Rarely 1362 Research & Development
## 1037 1037 25 No Travel_Rarely 883 Sales
## 1038 1038 54 No Travel_Rarely 397 Human Resources
## 1039 1039 39 No Travel_Rarely 1253 Research & Development
## 1040 1040 29 No Travel_Rarely 657 Research & Development
## 1041 1041 31 Yes Travel_Frequently 307 Research & Development
## 1042 1042 33 No Travel_Rarely 1198 Research & Development
## 1043 1043 36 No Travel_Rarely 557 Sales
## 1044 1044 36 No Travel_Rarely 928 Sales
## 1045 1045 28 No Non-Travel 1103 Research & Development
## 1046 1046 28 Yes Travel_Frequently 1009 Research & Development
## 1047 1047 38 Yes Travel_Rarely 903 Research & Development
## 1048 1048 33 No Travel_Frequently 553 Research & Development
## 1049 1049 27 Yes Travel_Rarely 135 Research & Development
## 1050 1050 35 Yes Travel_Rarely 763 Sales
## 1051 1051 53 Yes Travel_Rarely 607 Research & Development
## 1052 1052 36 No Travel_Frequently 635 Research & Development
## 1053 1053 43 No Travel_Rarely 1473 Research & Development
## 1054 1054 28 No Travel_Rarely 995 Research & Development
## 1055 1055 27 No Travel_Frequently 591 Research & Development
## 1056 1056 25 Yes Travel_Rarely 688 Research & Development
## 1057 1057 27 No Travel_Frequently 472 Research & Development
## 1058 1058 43 No Travel_Rarely 1034 Sales
## 1059 1059 37 No Travel_Rarely 1239 Human Resources
## 1060 1060 28 No Travel_Rarely 1451 Research & Development
## 1061 1061 57 No Travel_Rarely 405 Research & Development
## 1062 1062 34 No Travel_Frequently 426 Research & Development
## 1063 1063 33 No Travel_Frequently 1296 Research & Development
## 1064 1064 23 Yes Travel_Rarely 427 Sales
## 1065 1065 58 No Non-Travel 390 Research & Development
## 1066 1066 23 No Travel_Rarely 650 Research & Development
## 1067 1067 40 No Travel_Rarely 1194 Research & Development
## 1068 1068 60 No Travel_Rarely 422 Research & Development
## 1069 1069 33 No Travel_Frequently 430 Sales
## 1070 1070 50 No Travel_Rarely 316 Sales
## 1071 1071 27 No Travel_Rarely 1291 Sales
## 1072 1072 31 No Travel_Rarely 480 Research & Development
## 1073 1073 20 No Travel_Rarely 654 Sales
## 1074 1074 30 No Travel_Rarely 305 Research & Development
## 1075 1075 56 No Travel_Rarely 1443 Sales
## 1076 1076 46 No Travel_Rarely 1402 Sales
## 1077 1077 53 No Travel_Rarely 1282 Research & Development
## 1078 1078 31 No Travel_Rarely 311 Research & Development
## 1079 1079 36 No Travel_Rarely 506 Research & Development
## 1080 1080 42 No Travel_Frequently 532 Research & Development
## 1081 1081 40 No Travel_Rarely 1322 Research & Development
## 1082 1082 35 No Travel_Rarely 287 Research & Development
## 1083 1083 23 Yes Travel_Frequently 638 Sales
## 1084 1084 35 No Travel_Rarely 619 Sales
## 1085 1085 38 No Travel_Frequently 216 Research & Development
## 1086 1086 40 No Travel_Frequently 580 Sales
## 1087 1087 31 No Travel_Rarely 1003 Sales
## 1088 1088 38 No Travel_Rarely 268 Research & Development
## 1089 1089 31 No Travel_Rarely 691 Research & Development
## 1090 1090 27 No Travel_Rarely 205 Sales
## 1091 1091 29 No Travel_Rarely 144 Sales
## 1092 1092 36 No Non-Travel 301 Sales
## 1093 1093 37 No Travel_Frequently 663 Research & Development
## 1094 1094 40 No Travel_Rarely 107 Sales
## 1095 1095 25 No Non-Travel 675 Research & Development
## 1096 1096 37 No Travel_Rarely 446 Research & Development
## 1097 1097 37 No Travel_Rarely 1017 Research & Development
## 1098 1098 30 Yes Travel_Frequently 600 Human Resources
## 1099 1099 32 No Travel_Rarely 1062 Research & Development
## 1100 1100 37 Yes Travel_Rarely 370 Research & Development
## 1101 1101 40 No Travel_Rarely 989 Research & Development
## 1102 1102 40 No Travel_Rarely 759 Sales
## 1103 1103 38 No Non-Travel 1327 Sales
## 1104 1104 53 No Travel_Rarely 661 Sales
## 1105 1105 36 No Travel_Rarely 188 Research & Development
## 1106 1106 29 No Travel_Frequently 490 Research & Development
## 1107 1107 27 No Travel_Rarely 1103 Research & Development
## 1108 1108 44 No Travel_Rarely 1112 Human Resources
## 1109 1109 27 No Travel_Frequently 1242 Sales
## 1110 1110 35 No Travel_Rarely 682 Sales
## 1111 1111 35 No Non-Travel 208 Research & Development
## 1112 1112 59 No Travel_Rarely 1089 Sales
## 1113 1113 33 Yes Travel_Rarely 1277 Research & Development
## 1114 1114 50 Yes Travel_Frequently 562 Sales
## 1115 1115 47 No Travel_Rarely 1180 Research & Development
## 1116 1116 27 No Travel_Frequently 1131 Research & Development
## 1117 1117 37 No Travel_Rarely 1305 Research & Development
## 1118 1118 28 No Non-Travel 1476 Research & Development
## 1119 1119 58 No Travel_Rarely 1272 Research & Development
## 1120 1120 34 No Travel_Rarely 204 Sales
## 1121 1121 50 Yes Travel_Rarely 410 Sales
## 1122 1122 48 No Non-Travel 1262 Research & Development
## 1123 1123 31 No Travel_Frequently 1125 Research & Development
## 1124 1124 45 No Non-Travel 1195 Research & Development
## 1125 1125 34 No Travel_Rarely 1320 Research & Development
## 1126 1126 19 Yes Travel_Frequently 602 Sales
## 1127 1127 24 Yes Travel_Frequently 1287 Research & Development
## 1128 1128 52 No Travel_Rarely 1325 Research & Development
## 1129 1129 41 No Travel_Rarely 334 Sales
## 1130 1130 22 No Travel_Rarely 217 Research & Development
## 1131 1131 31 No Travel_Frequently 1327 Research & Development
## 1132 1132 39 No Travel_Rarely 412 Research & Development
## 1133 1133 42 No Travel_Rarely 622 Research & Development
## 1134 1134 38 No Travel_Frequently 148 Research & Development
## 1135 1135 32 Yes Travel_Rarely 1033 Research & Development
## 1136 1136 26 No Travel_Rarely 192 Research & Development
## 1137 1137 37 No Travel_Rarely 921 Research & Development
## 1138 1138 41 No Travel_Frequently 1018 Sales
## 1139 1139 38 No Travel_Rarely 119 Sales
## 1140 1140 43 No Travel_Rarely 1291 Research & Development
## 1141 1141 31 No Travel_Rarely 1463 Research & Development
## 1142 1142 42 No Travel_Rarely 691 Sales
## 1143 1143 48 No Travel_Rarely 1355 Research & Development
## 1144 1144 28 No Travel_Rarely 821 Sales
## 1145 1145 44 No Travel_Frequently 602 Human Resources
## 1146 1146 45 No Travel_Rarely 374 Sales
## 1147 1147 34 No Travel_Rarely 628 Research & Development
## 1148 1148 31 No Travel_Rarely 471 Research & Development
## 1149 1149 29 No Travel_Rarely 1010 Research & Development
## 1150 1150 30 No Travel_Rarely 288 Research & Development
## 1151 1151 38 No Travel_Frequently 693 Research & Development
## 1152 1152 27 No Travel_Frequently 793 Sales
## 1153 1153 54 No Travel_Frequently 928 Research & Development
## 1154 1154 28 Yes Travel_Rarely 1485 Research & Development
## 1155 1155 49 No Travel_Rarely 470 Research & Development
## 1156 1156 51 No Travel_Rarely 313 Research & Development
## 1157 1157 29 Yes Travel_Rarely 341 Sales
## 1158 1158 36 No Travel_Rarely 430 Research & Development
## 1159 1159 27 No Travel_Rarely 199 Research & Development
## 1160 1160 36 No Travel_Rarely 216 Research & Development
## 1161 1161 44 Yes Travel_Rarely 1097 Research & Development
## 1162 1162 38 No Travel_Rarely 168 Research & Development
## 1163 1163 29 No Travel_Frequently 574 Research & Development
## 1164 1164 37 No Travel_Rarely 799 Research & Development
## 1165 1165 26 Yes Travel_Frequently 887 Research & Development
## 1166 1166 32 No Travel_Frequently 116 Research & Development
## 1167 1167 40 No Travel_Rarely 1492 Research & Development
## 1168 1168 30 No Travel_Rarely 1082 Sales
## 1169 1169 27 No Travel_Rarely 798 Research & Development
## 1170 1170 37 No Travel_Rarely 290 Research & Development
## DistanceFromHome Education EducationField EmployeeCount EmployeeNumber
## 1 13 4 Life Sciences 1 859
## 2 14 3 Medical 1 1128
## 3 18 2 Life Sciences 1 1412
## 4 1 4 Marketing 1 2016
## 5 2 1 Technical Degree 1 1646
## 6 10 2 Life Sciences 1 733
## 7 5 5 Medical 1 1448
## 8 10 4 Life Sciences 1 1105
## 9 10 4 Life Sciences 1 1055
## 10 10 4 Technical Degree 1 1597
## 11 6 3 Medical 1 1866
## 12 1 2 Life Sciences 1 1858
## 13 7 3 Other 1 845
## 14 2 1 Technical Degree 1 508
## 15 1 2 Life Sciences 1 1314
## 16 20 2 Marketing 1 947
## 17 3 4 Medical 1 966
## 18 7 4 Medical 1 487
## 19 2 4 Medical 1 1755
## 20 1 4 Life Sciences 1 1903
## 21 9 2 Medical 1 699
## 22 2 1 Marketing 1 712
## 23 9 5 Medical 1 663
## 24 2 4 Other 1 1613
## 25 1 3 Life Sciences 1 969
## 26 5 3 Marketing 1 1267
## 27 14 3 Life Sciences 1 1582
## 28 9 4 Marketing 1 1157
## 29 24 4 Life Sciences 1 1968
## 30 19 4 Medical 1 791
## 31 9 2 Medical 1 195
## 32 21 3 Medical 1 1698
## 33 2 3 Technical Degree 1 363
## 34 1 4 Medical 1 1172
## 35 5 4 Life Sciences 1 1966
## 36 7 3 Life Sciences 1 359
## 37 10 3 Medical 1 1639
## 38 13 5 Marketing 1 1733
## 39 8 4 Life Sciences 1 1338
## 40 20 3 Life Sciences 1 1135
## 41 2 3 Medical 1 1824
## 42 2 2 Technical Degree 1 783
## 43 16 3 Medical 1 1674
## 44 9 2 Other 1 1595
## 45 1 2 Life Sciences 1 1270
## 46 9 2 Medical 1 1480
## 47 1 2 Life Sciences 1 1734
## 48 10 4 Marketing 1 1119
## 49 5 3 Marketing 1 614
## 50 9 3 Medical 1 218
## 51 1 1 Life Sciences 1 662
## 52 1 3 Medical 1 1423
## 53 2 1 Life Sciences 1 1246
## 54 4 2 Life Sciences 1 972
## 55 8 4 Life Sciences 1 98
## 56 9 4 Life Sciences 1 1772
## 57 19 3 Medical 1 752
## 58 3 1 Medical 1 1586
## 59 1 4 Medical 1 380
## 60 24 1 Life Sciences 1 1273
## 61 3 1 Life Sciences 1 967
## 62 10 4 Technical Degree 1 1312
## 63 2 2 Life Sciences 1 1996
## 64 14 3 Medical 1 1839
## 65 17 2 Life Sciences 1 1219
## 66 5 2 Life Sciences 1 21
## 67 6 4 Life Sciences 1 691
## 68 12 2 Other 1 1982
## 69 1 3 Medical 1 88
## 70 1 3 Life Sciences 1 391
## 71 1 3 Life Sciences 1 1999
## 72 5 3 Medical 1 1469
## 73 23 2 Life Sciences 1 261
## 74 12 4 Life Sciences 1 1158
## 75 5 3 Life Sciences 1 1319
## 76 1 2 Medical 1 57
## 77 1 3 Technical Degree 1 1535
## 78 1 4 Life Sciences 1 1602
## 79 6 3 Medical 1 302
## 80 2 1 Medical 1 1974
## 81 11 2 Medical 1 1033
## 82 27 4 Life Sciences 1 1728
## 83 6 4 Life Sciences 1 1997
## 84 6 3 Medical 1 474
## 85 2 4 Life Sciences 1 1294
## 86 2 3 Life Sciences 1 1032
## 87 14 4 Marketing 1 728
## 88 14 4 Other 1 1010
## 89 8 3 Life Sciences 1 56
## 90 2 4 Marketing 1 38
## 91 2 2 Life Sciences 1 556
## 92 23 1 Life Sciences 1 1165
## 93 2 2 Other 1 4
## 94 10 4 Medical 1 1587
## 95 11 3 Life Sciences 1 226
## 96 1 1 Life Sciences 1 387
## 97 3 3 Life Sciences 1 1527
## 98 2 2 Life Sciences 1 139
## 99 2 1 Life Sciences 1 1513
## 100 1 3 Life Sciences 1 1447
## 101 11 1 Life Sciences 1 1434
## 102 8 2 Life Sciences 1 1453
## 103 4 4 Marketing 1 523
## 104 4 3 Medical 1 705
## 105 2 3 Medical 1 1472
## 106 3 4 Medical 1 1177
## 107 1 1 Technical Degree 1 208
## 108 26 4 Human Resources 1 1973
## 109 21 2 Medical 1 1821
## 110 2 3 Technical Degree 1 2038
## 111 6 3 Life Sciences 1 1154
## 112 1 2 Life Sciences 1 976
## 113 7 4 Life Sciences 1 1118
## 114 2 4 Life Sciences 1 771
## 115 17 4 Life Sciences 1 1218
## 116 19 2 Medical 1 904
## 117 10 4 Life Sciences 1 1240
## 118 13 2 Other 1 2053
## 119 14 3 Life Sciences 1 227
## 120 2 4 Technical Degree 1 1383
## 121 8 3 Life Sciences 1 742
## 122 5 1 Medical 1 2021
## 123 9 3 Marketing 1 864
## 124 7 4 Marketing 1 709
## 125 2 2 Life Sciences 1 388
## 126 7 4 Life Sciences 1 1962
## 127 16 1 Life Sciences 1 33
## 128 25 2 Life Sciences 1 1888
## 129 6 3 Medical 1 1402
## 130 3 3 Technical Degree 1 1863
## 131 5 3 Medical 1 1669
## 132 11 4 Marketing 1 1757
## 133 28 4 Technical Degree 1 551
## 134 12 3 Medical 1 1654
## 135 10 4 Life Sciences 1 448
## 136 2 2 Medical 1 807
## 137 1 2 Life Sciences 1 816
## 138 17 3 Technical Degree 1 1013
## 139 6 3 Medical 1 932
## 140 3 3 Life Sciences 1 152
## 141 23 3 Life Sciences 1 1373
## 142 23 4 Life Sciences 1 1308
## 143 7 2 Medical 1 1007
## 144 6 4 Medical 1 378
## 145 2 1 Medical 1 1375
## 146 2 3 Life Sciences 1 469
## 147 14 3 Medical 1 252
## 148 8 4 Life Sciences 1 1560
## 149 24 3 Medical 1 1173
## 150 27 3 Medical 1 1622
## 151 13 4 Medical 1 650
## 152 10 3 Marketing 1 722
## 153 7 3 Life Sciences 1 420
## 154 5 3 Life Sciences 1 1814
## 155 10 3 Life Sciences 1 934
## 156 25 2 Technical Degree 1 475
## 157 2 2 Marketing 1 1986
## 158 2 3 Life Sciences 1 1127
## 159 27 3 Life Sciences 1 1126
## 160 26 5 Medical 1 1242
## 161 1 1 Life Sciences 1 104
## 162 24 2 Technical Degree 1 1082
## 163 8 4 Marketing 1 677
## 164 17 2 Life Sciences 1 347
## 165 16 3 Marketing 1 406
## 166 2 3 Medical 1 922
## 167 22 4 Other 1 1655
## 168 1 5 Medical 1 612
## 169 6 2 Technical Degree 1 630
## 170 28 4 Life Sciences 1 1120
## 171 27 5 Marketing 1 747
## 172 14 4 Technical Degree 1 1934
## 173 18 1 Medical 1 624
## 174 10 5 Marketing 1 1268
## 175 2 2 Medical 1 981
## 176 1 1 Technical Degree 1 1131
## 177 2 3 Medical 1 787
## 178 2 3 Life Sciences 1 1053
## 179 8 3 Marketing 1 207
## 180 1 4 Life Sciences 1 230
## 181 2 3 Life Sciences 1 1182
## 182 2 2 Life Sciences 1 1355
## 183 28 3 Medical 1 171
## 184 6 3 Life Sciences 1 1525
## 185 8 1 Life Sciences 1 602
## 186 9 3 Medical 1 377
## 187 2 1 Life Sciences 1 1653
## 188 2 4 Life Sciences 1 1676
## 189 4 1 Life Sciences 1 385
## 190 4 3 Medical 1 129
## 191 28 2 Medical 1 441
## 192 7 4 Marketing 1 1833
## 193 18 3 Medical 1 550
## 194 2 5 Marketing 1 595
## 195 2 1 Medical 1 1407
## 196 1 3 Life Sciences 1 353
## 197 9 4 Life Sciences 1 116
## 198 8 4 Technical Degree 1 1138
## 199 7 4 Medical 1 36
## 200 17 2 Other 1 643
## 201 24 3 Life Sciences 1 986
## 202 1 3 Life Sciences 1 96
## 203 4 3 Life Sciences 1 830
## 204 1 2 Life Sciences 1 741
## 205 4 2 Life Sciences 1 330
## 206 9 2 Life Sciences 1 913
## 207 9 3 Marketing 1 1188
## 208 29 1 Medical 1 282
## 209 5 3 Technical Degree 1 197
## 210 9 1 Life Sciences 1 176
## 211 28 4 Life Sciences 1 2034
## 212 5 2 Marketing 1 1029
## 213 10 2 Life Sciences 1 715
## 214 1 2 Life Sciences 1 827
## 215 3 4 Medical 1 700
## 216 2 3 Medical 1 1474
## 217 10 3 Medical 1 634
## 218 22 3 Medical 1 1900
## 219 18 3 Life Sciences 1 194
## 220 4 2 Life Sciences 1 1275
## 221 2 3 Other 1 786
## 222 26 4 Life Sciences 1 684
## 223 16 3 Life Sciences 1 1681
## 224 1 3 Life Sciences 1 1506
## 225 9 2 Life Sciences 1 1940
## 226 1 2 Medical 1 1989
## 227 4 2 Other 1 53
## 228 5 3 Life Sciences 1 284
## 229 3 2 Other 1 128
## 230 6 1 Life Sciences 1 1661
## 231 2 2 Other 1 1635
## 232 2 3 Marketing 1 49
## 233 9 3 Life Sciences 1 1716
## 234 3 3 Marketing 1 303
## 235 26 2 Life Sciences 1 158
## 236 1 4 Life Sciences 1 970
## 237 2 3 Life Sciences 1 2031
## 238 9 4 Life Sciences 1 679
## 239 2 3 Human Resources 1 1987
## 240 17 5 Life Sciences 1 1656
## 241 24 3 Medical 1 605
## 242 25 3 Medical 1 1306
## 243 2 3 Life Sciences 1 94
## 244 9 2 Life Sciences 1 1439
## 245 8 1 Medical 1 1150
## 246 7 1 Medical 1 912
## 247 7 4 Medical 1 462
## 248 1 4 Medical 1 2013
## 249 22 3 Life Sciences 1 1392
## 250 2 5 Life Sciences 1 625
## 251 1 2 Medical 1 1994
## 252 8 4 Technical Degree 1 990
## 253 2 3 Life Sciences 1 834
## 254 18 5 Human Resources 1 1842
## 255 8 1 Medical 1 1468
## 256 9 3 Life Sciences 1 1813
## 257 5 3 Marketing 1 399
## 258 7 4 Marketing 1 1428
## 259 4 3 Life Sciences 1 1882
## 260 2 1 Other 1 1992
## 261 2 3 Life Sciences 1 1379
## 262 1 4 Technical Degree 1 1522
## 263 14 3 Medical 1 325
## 264 20 3 Technical Degree 1 974
## 265 18 1 Life Sciences 1 150
## 266 16 3 Medical 1 14
## 267 15 3 Medical 1 1485
## 268 2 4 Life Sciences 1 1692
## 269 7 2 Life Sciences 1 1970
## 270 20 3 Other 1 1084
## 271 2 4 Life Sciences 1 1845
## 272 3 3 Life Sciences 1 1658
## 273 23 1 Medical 1 1864
## 274 16 4 Marketing 1 1436
## 275 14 4 Medical 1 254
## 276 4 4 Technical Degree 1 1191
## 277 11 3 Medical 1 511
## 278 10 4 Life Sciences 1 430
## 279 5 3 Marketing 1 142
## 280 4 4 Life Sciences 1 1501
## 281 2 3 Medical 1 1706
## 282 6 3 Medical 1 957
## 283 1 3 Life Sciences 1 1822
## 284 7 3 Marketing 1 438
## 285 1 3 Human Resources 1 1152
## 286 28 4 Life Sciences 1 1549
## 287 7 1 Life Sciences 1 1878
## 288 19 2 Medical 1 18
## 289 11 2 Technical Degree 1 154
## 290 8 4 Life Sciences 1 805
## 291 1 4 Medical 1 996
## 292 24 4 Life Sciences 1 419
## 293 9 3 Medical 1 260
## 294 1 1 Medical 1 2000
## 295 6 2 Medical 1 1550
## 296 11 4 Medical 1 2003
## 297 2 1 Life Sciences 1 256
## 298 7 3 Life Sciences 1 147
## 299 9 2 Medical 1 991
## 300 2 4 Medical 1 440
## 301 5 2 Life Sciences 1 889
## 302 18 5 Life Sciences 1 74
## 303 22 3 Technical Degree 1 1694
## 304 9 4 Medical 1 2008
## 305 2 3 Technical Degree 1 977
## 306 4 1 Life Sciences 1 888
## 307 9 3 Life Sciences 1 1030
## 308 3 4 Life Sciences 1 1115
## 309 18 4 Medical 1 1034
## 310 8 3 Life Sciences 1 707
## 311 1 4 Life Sciences 1 1580
## 312 6 3 Life Sciences 1 601
## 313 3 3 Life Sciences 1 1537
## 314 7 4 Medical 1 211
## 315 16 4 Marketing 1 732
## 316 4 2 Life Sciences 1 1003
## 317 2 4 Marketing 1 216
## 318 1 2 Life Sciences 1 1981
## 319 21 4 Life Sciences 1 1390
## 320 25 3 Life Sciences 1 1269
## 321 1 3 Life Sciences 1 951
## 322 1 5 Life Sciences 1 683
## 323 5 4 Life Sciences 1 861
## 324 8 4 Life Sciences 1 1080
## 325 1 1 Life Sciences 1 1026
## 326 4 3 Life Sciences 1 933
## 327 7 3 Medical 1 1608
## 328 18 4 Life Sciences 1 1998
## 329 8 3 Medical 1 1937
## 330 10 3 Human Resources 1 1408
## 331 1 3 Life Sciences 1 1677
## 332 4 4 Medical 1 291
## 333 1 2 Medical 1 1792
## 334 1 2 Life Sciences 1 725
## 335 2 4 Human Resources 1 140
## 336 29 4 Medical 1 1101
## 337 11 2 Marketing 1 1137
## 338 3 1 Life Sciences 1 1103
## 339 1 4 Other 1 1113
## 340 2 4 Life Sciences 1 54
## 341 5 4 Life Sciences 1 51
## 342 2 3 Life Sciences 1 1296
## 343 5 3 Life Sciences 1 1099
## 344 3 3 Medical 1 680
## 345 29 4 Life Sciences 1 1211
## 346 15 4 Marketing 1 1975
## 347 2 2 Life Sciences 1 1140
## 348 1 3 Life Sciences 1 384
## 349 17 3 Life Sciences 1 1206
## 350 9 3 Medical 1 762
## 351 6 3 Medical 1 1911
## 352 7 3 Technical Degree 1 416
## 353 26 2 Medical 1 1180
## 354 8 2 Life Sciences 1 1552
## 355 4 1 Marketing 1 1815
## 356 3 3 Other 1 1478
## 357 6 3 Other 1 164
## 358 25 5 Technical Degree 1 565
## 359 1 3 Medical 1 78
## 360 6 3 Life Sciences 1 373
## 361 1 4 Life Sciences 1 259
## 362 24 3 Technical Degree 1 1928
## 363 2 1 Marketing 1 1038
## 364 2 2 Medical 1 352
## 365 2 2 Medical 1 1336
## 366 6 3 Life Sciences 1 532
## 367 19 3 Medical 1 1285
## 368 9 2 Medical 1 1548
## 369 10 3 Technical Degree 1 1592
## 370 2 4 Medical 1 439
## 371 1 1 Life Sciences 1 1011
## 372 22 4 Other 1 567
## 373 7 3 Life Sciences 1 425
## 374 10 3 Medical 1 1640
## 375 9 1 Life Sciences 1 1680
## 376 22 5 Medical 1 1539
## 377 16 4 Life Sciences 1 1042
## 378 12 4 Marketing 1 1943
## 379 15 1 Life Sciences 1 1202
## 380 22 3 Life Sciences 1 1004
## 381 5 5 Life Sciences 1 447
## 382 25 1 Life Sciences 1 177
## 383 7 3 Marketing 1 1466
## 384 2 1 Technical Degree 1 113
## 385 4 4 Life Sciences 1 1081
## 386 1 3 Technical Degree 1 950
## 387 1 3 Marketing 1 314
## 388 19 3 Technical Degree 1 611
## 389 2 4 Life Sciences 1 1710
## 390 1 1 Technical Degree 1 478
## 391 8 2 Life Sciences 1 808
## 392 23 3 Marketing 1 72
## 393 3 2 Medical 1 1948
## 394 28 3 Marketing 1 573
## 395 2 1 Medical 1 875
## 396 2 4 Life Sciences 1 426
## 397 2 3 Life Sciences 1 575
## 398 9 4 Technical Degree 1 1467
## 399 1 4 Life Sciences 1 2026
## 400 2 1 Medical 1 1496
## 401 2 3 Life Sciences 1 548
## 402 21 2 Medical 1 270
## 403 9 4 Life Sciences 1 1856
## 404 5 4 Life Sciences 1 1651
## 405 27 1 Medical 1 856
## 406 6 4 Other 1 661
## 407 29 4 Marketing 1 1784
## 408 6 4 Life Sciences 1 1221
## 409 2 4 Life Sciences 1 23
## 410 14 2 Life Sciences 1 843
## 411 8 3 Life Sciences 1 878
## 412 6 3 Marketing 1 1708
## 413 19 2 Life Sciences 1 61
## 414 10 4 Marketing 1 1853
## 415 6 2 Marketing 1 555
## 416 2 2 Medical 1 1804
## 417 2 3 Medical 1 571
## 418 18 4 Life Sciences 1 407
## 419 1 3 Life Sciences 1 1196
## 420 3 4 Medical 1 564
## 421 1 2 Medical 1 110
## 422 25 5 Medical 1 529
## 423 6 4 Life Sciences 1 163
## 424 1 3 Life Sciences 1 1368
## 425 26 3 Life Sciences 1 1387
## 426 25 3 Medical 1 1076
## 427 7 3 Technical Degree 1 1482
## 428 3 2 Medical 1 379
## 429 1 3 Life Sciences 1 331
## 430 2 4 Life Sciences 1 339
## 431 2 3 Life Sciences 1 437
## 432 16 2 Life Sciences 1 1340
## 433 28 2 Life Sciences 1 1420
## 434 4 3 Technical Degree 1 1762
## 435 10 4 Marketing 1 954
## 436 8 4 Marketing 1 458
## 437 2 4 Medical 1 828
## 438 1 3 Medical 1 1952
## 439 3 2 Marketing 1 47
## 440 1 4 Life Sciences 1 724
## 441 2 2 Life Sciences 1 1235
## 442 9 4 Medical 1 1709
## 443 2 4 Life Sciences 1 364
## 444 1 3 Life Sciences 1 1683
## 445 2 4 Medical 1 1789
## 446 1 3 Technical Degree 1 1438
## 447 1 3 Life Sciences 1 1668
## 448 13 3 Medical 1 1803
## 449 29 5 Life Sciences 1 79
## 450 26 3 Marketing 1 1612
## 451 15 2 Medical 1 2009
## 452 20 3 Life Sciences 1 1475
## 453 27 3 Life Sciences 1 1797
## 454 10 4 Marketing 1 1924
## 455 1 4 Life Sciences 1 664
## 456 7 4 Medical 1 1740
## 457 5 4 Life Sciences 1 1673
## 458 21 4 Marketing 1 120
## 459 1 2 Life Sciences 1 1441
## 460 4 4 Life Sciences 1 1435
## 461 5 2 Other 1 591
## 462 7 3 Life Sciences 1 1659
## 463 12 3 Marketing 1 174
## 464 24 1 Technical Degree 1 1736
## 465 17 3 Technical Degree 1 1767
## 466 2 3 Life Sciences 1 24
## 467 2 4 Life Sciences 1 1556
## 468 6 3 Life Sciences 1 97
## 469 29 2 Medical 1 1037
## 470 13 2 Medical 1 250
## 471 2 4 Technical Degree 1 1931
## 472 24 2 Life Sciences 1 1868
## 473 6 4 Other 1 101
## 474 29 3 Medical 1 192
## 475 15 2 Life Sciences 1 1102
## 476 5 4 Marketing 1 62
## 477 16 4 Marketing 1 868
## 478 29 2 Medical 1 618
## 479 8 4 Other 1 1409
## 480 10 3 Life Sciences 1 2017
## 481 1 3 Life Sciences 1 1954
## 482 11 4 Life Sciences 1 895
## 483 22 4 Other 1 1932
## 484 8 3 Life Sciences 1 241
## 485 23 4 Medical 1 165
## 486 1 2 Life Sciences 1 1
## 487 9 3 Medical 1 1876
## 488 26 1 Life Sciences 1 16
## 489 1 2 Life Sciences 1 64
## 490 8 2 Medical 1 757
## 491 10 4 Life Sciences 1 396
## 492 28 3 Life Sciences 1 1317
## 493 10 3 Medical 1 1650
## 494 16 3 Life Sciences 1 1529
## 495 10 4 Technical Degree 1 1880
## 496 26 4 Marketing 1 851
## 497 10 2 Life Sciences 1 544
## 498 9 3 Medical 1 403
## 499 27 3 Medical 1 13
## 500 21 4 Life Sciences 1 1929
## 501 7 4 Medical 1 1360
## 502 24 3 Life Sciences 1 19
## 503 7 2 Medical 1 1691
## 504 21 4 Life Sciences 1 20
## 505 2 4 Medical 1 1443
## 506 5 2 Life Sciences 1 1555
## 507 5 3 Marketing 1 485
## 508 2 3 Marketing 1 1391
## 509 4 4 Marketing 1 311
## 510 12 3 Technical Degree 1 58
## 511 10 2 Life Sciences 1 2041
## 512 25 2 Life Sciences 1 1397
## 513 10 3 Life Sciences 1 1720
## 514 1 2 Life Sciences 1 73
## 515 9 2 Medical 1 484
## 516 2 3 Medical 1 408
## 517 19 2 Marketing 1 952
## 518 12 3 Medical 1 1768
## 519 6 3 Technical Degree 1 1311
## 520 24 2 Life Sciences 1 1907
## 521 16 4 Life Sciences 1 838
## 522 24 3 Medical 1 1604
## 523 7 3 Life Sciences 1 86
## 524 18 4 Life Sciences 1 638
## 525 3 3 Life Sciences 1 309
## 526 2 3 Marketing 1 1050
## 527 4 2 Life Sciences 1 240
## 528 11 2 Medical 1 1251
## 529 1 3 Medical 1 105
## 530 14 4 Life Sciences 1 161
## 531 17 1 Life Sciences 1 1088
## 532 1 4 Life Sciences 1 1585
## 533 23 2 Life Sciences 1 824
## 534 15 4 Medical 1 1955
## 535 8 4 Other 1 454
## 536 7 3 Medical 1 262
## 537 2 2 Marketing 1 1125
## 538 2 1 Technical Degree 1 470
## 539 1 1 Technical Degree 1 554
## 540 4 4 Marketing 1 1171
## 541 7 4 Life Sciences 1 1224
## 542 8 4 Life Sciences 1 1798
## 543 3 3 Medical 1 224
## 544 2 4 Life Sciences 1 271
## 545 2 4 Medical 1 804
## 546 19 3 Life Sciences 1 1701
## 547 8 2 Other 1 944
## 548 16 4 Medical 1 832
## 549 25 2 Life Sciences 1 421
## 550 24 4 Medical 1 1049
## 551 1 3 Human Resources 1 734
## 552 8 2 Medical 1 869
## 553 2 1 Human Resources 1 1890
## 554 20 4 Medical 1 945
## 555 9 5 Life Sciences 1 287
## 556 2 3 Marketing 1 656
## 557 8 4 Life Sciences 1 578
## 558 1 2 Life Sciences 1 649
## 559 29 3 Life Sciences 1 836
## 560 1 3 Life Sciences 1 476
## 561 3 2 Medical 1 238
## 562 15 4 Life Sciences 1 1837
## 563 16 4 Technical Degree 1 1001
## 564 10 3 Medical 1 1979
## 565 1 3 Life Sciences 1 806
## 566 1 3 Medical 1 2020
## 567 2 1 Technical Degree 1 362
## 568 1 3 Life Sciences 1 1562
## 569 14 2 Medical 1 936
## 570 24 3 Life Sciences 1 1005
## 571 8 3 Marketing 1 1909
## 572 18 1 Other 1 923
## 573 1 2 Life Sciences 1 1927
## 574 8 2 Technical Degree 1 1823
## 575 28 2 Marketing 1 641
## 576 1 4 Life Sciences 1 77
## 577 1 3 Life Sciences 1 1961
## 578 5 3 Life Sciences 1 1471
## 579 4 3 Medical 1 1633
## 580 7 3 Life Sciences 1 1260
## 581 19 1 Medical 1 1358
## 582 23 5 Life Sciences 1 468
## 583 18 3 Medical 1 1766
## 584 2 4 Marketing 1 846
## 585 10 4 Other 1 40
## 586 19 2 Medical 1 281
## 587 6 3 Medical 1 107
## 588 9 4 Life Sciences 1 27
## 589 11 3 Medical 1 1411
## 590 23 4 Medical 1 75
## 591 26 2 Other 1 1605
## 592 24 4 Medical 1 1489
## 593 1 3 Technical Degree 1 1486
## 594 25 4 Life Sciences 1 1617
## 595 15 3 Life Sciences 1 1628
## 596 1 3 Medical 1 855
## 597 25 3 Technical Degree 1 899
## 598 2 3 Medical 1 521
## 599 4 3 Life Sciences 1 2064
## 600 1 3 Medical 1 45
## 601 13 2 Life Sciences 1 1495
## 602 1 4 Technical Degree 1 1574
## 603 8 2 Life Sciences 1 1015
## 604 6 1 Medical 1 1192
## 605 9 3 Marketing 1 1752
## 606 7 3 Life Sciences 1 730
## 607 1 1 Life Sciences 1 91
## 608 7 2 Medical 1 382
## 609 7 3 Other 1 1417
## 610 8 1 Life Sciences 1 1044
## 611 1 3 Medical 1 1369
## 612 2 4 Other 1 616
## 613 2 2 Life Sciences 1 328
## 614 21 3 Other 1 959
## 615 8 2 Other 1 982
## 616 5 2 Medical 1 1696
## 617 4 4 Medical 1 1502
## 618 1 5 Marketing 1 68
## 619 6 1 Medical 1 2062
## 620 3 3 Life Sciences 1 704
## 621 6 3 Life Sciences 1 137
## 622 16 4 Medical 1 987
## 623 1 4 Life Sciences 1 797
## 624 26 4 Life Sciences 1 2040
## 625 2 2 Medical 1 1504
## 626 4 2 Life Sciences 1 1259
## 627 4 1 Medical 1 1445
## 628 15 2 Life Sciences 1 461
## 629 2 1 Life Sciences 1 1096
## 630 9 3 Medical 1 717
## 631 2 4 Technical Degree 1 1873
## 632 1 3 Marketing 1 1950
## 633 3 4 Life Sciences 1 1036
## 634 3 2 Life Sciences 1 155
## 635 7 3 Life Sciences 1 451
## 636 4 4 Other 1 1185
## 637 2 2 Medical 1 1109
## 638 13 4 Medical 1 1951
## 639 23 3 Medical 1 639
## 640 2 1 Marketing 1 667
## 641 24 1 Life Sciences 1 11
## 642 12 3 Life Sciences 1 1829
## 643 2 1 Medical 1 1074
## 644 16 4 Technical Degree 1 1905
## 645 5 2 Life Sciences 1 1210
## 646 4 4 Marketing 1 215
## 647 8 1 Medical 1 1156
## 648 17 4 Medical 1 1718
## 649 1 4 Marketing 1 100
## 650 7 3 Life Sciences 1 1649
## 651 1 3 Medical 1 1564
## 652 7 4 Marketing 1 1233
## 653 9 4 Medical 1 1166
## 654 29 1 Medical 1 473
## 655 4 1 Technical Degree 1 593
## 656 11 2 Medical 1 390
## 657 8 4 Life Sciences 1 296
## 658 11 4 Medical 1 1520
## 659 6 3 Medical 1 466
## 660 11 3 Life Sciences 1 85
## 661 24 4 Life Sciences 1 772
## 662 2 4 Life Sciences 1 579
## 663 2 3 Life Sciences 1 1732
## 664 10 3 Other 1 1028
## 665 23 4 Marketing 1 60
## 666 1 3 Life Sciences 1 1753
## 667 1 1 Medical 1 312
## 668 10 1 Medical 1 584
## 669 7 2 Life Sciences 1 1309
## 670 3 3 Life Sciences 1 1250
## 671 7 4 Medical 1 102
## 672 2 4 Medical 1 1670
## 673 7 3 Life Sciences 1 1507
## 674 25 4 Life Sciences 1 881
## 675 8 3 Medical 1 1647
## 676 4 2 Marketing 1 1280
## 677 1 3 Other 1 823
## 678 11 3 Technical Degree 1 1985
## 679 4 2 Life Sciences 1 2025
## 680 7 4 Life Sciences 1 941
## 681 4 1 Marketing 1 885
## 682 21 3 Medical 1 525
## 683 26 4 Life Sciences 1 1682
## 684 24 2 Life Sciences 1 223
## 685 21 3 Medical 1 221
## 686 9 1 Life Sciences 1 581
## 687 14 1 Other 1 1421
## 688 4 4 Medical 1 305
## 689 2 3 Life Sciences 1 243
## 690 2 3 Human Resources 1 1805
## 691 10 4 Human Resources 1 1563
## 692 29 4 Life Sciences 1 376
## 693 2 4 Other 1 477
## 694 4 3 Technical Degree 1 514
## 695 1 4 Medical 1 1700
## 696 2 4 Life Sciences 1 925
## 697 4 5 Medical 1 1644
## 698 5 2 Life Sciences 1 304
## 699 3 2 Medical 1 1624
## 700 15 2 Life Sciences 1 1217
## 701 6 1 Medical 1 1865
## 702 9 1 Life Sciences 1 1163
## 703 8 2 Marketing 1 1243
## 704 20 2 Medical 1 1818
## 705 6 2 Medical 1 321
## 706 10 2 Life Sciences 1 599
## 707 7 4 Medical 1 1830
## 708 8 2 Medical 1 1461
## 709 6 2 Other 1 1782
## 710 2 4 Life Sciences 1 905
## 711 17 4 Medical 1 1321
## 712 29 3 Marketing 1 568
## 713 2 2 Technical Degree 1 1258
## 714 3 4 Medical 1 481
## 715 8 4 Life Sciences 1 789
## 716 22 1 Human Resources 1 1714
## 717 10 3 Marketing 1 1179
## 718 10 3 Other 1 1097
## 719 12 4 Other 1 1667
## 720 3 3 Medical 1 1121
## 721 3 3 Other 1 689
## 722 19 3 Life Sciences 1 1631
## 723 1 4 Other 1 1431
## 724 12 5 Medical 1 1073
## 725 8 3 Life Sciences 1 1860
## 726 1 3 Life Sciences 1 350
## 727 21 2 Medical 1 900
## 728 10 4 Medical 1 277
## 729 24 3 Technical Degree 1 622
## 730 2 1 Technical Degree 1 169
## 731 8 3 Life Sciences 1 920
## 732 3 2 Medical 1 445
## 733 22 3 Human Resources 1 1944
## 734 11 4 Other 1 631
## 735 7 4 Medical 1 1577
## 736 2 2 Medical 1 1898
## 737 24 1 Marketing 1 2056
## 738 3 3 Life Sciences 1 1254
## 739 18 3 Medical 1 975
## 740 25 2 Other 1 652
## 741 28 3 Life Sciences 1 183
## 742 7 3 Life Sciences 1 613
## 743 13 3 Medical 1 1543
## 744 4 1 Medical 1 1735
## 745 8 2 Other 1 2018
## 746 21 2 Technical Degree 1 1551
## 747 13 3 Human Resources 1 1844
## 748 1 3 Medical 1 1184
## 749 29 1 Medical 1 1725
## 750 2 3 Life Sciences 1 242
## 751 9 3 Marketing 1 1077
## 752 1 3 Life Sciences 1 1331
## 753 20 5 Medical 1 1606
## 754 10 3 Life Sciences 1 1869
## 755 2 4 Technical Degree 1 126
## 756 24 3 Medical 1 744
## 757 21 1 Life Sciences 1 942
## 758 5 4 Technical Degree 1 1473
## 759 4 2 Medical 1 1687
## 760 2 3 Marketing 1 1277
## 761 10 3 Life Sciences 1 994
## 762 2 2 Other 1 820
## 763 10 2 Medical 1 1329
## 764 1 3 Life Sciences 1 1040
## 765 3 2 Human Resources 1 847
## 766 5 5 Medical 1 1611
## 767 7 2 Technical Degree 1 1085
## 768 28 3 Other 1 615
## 769 2 4 Technical Degree 1 1228
## 770 9 4 Life Sciences 1 1117
## 771 10 3 Marketing 1 446
## 772 1 2 Marketing 1 244
## 773 2 4 Technical Degree 1 343
## 774 9 3 Medical 1 90
## 775 2 3 Life Sciences 1 1547
## 776 10 1 Medical 1 784
## 777 1 3 Life Sciences 1 1499
## 778 2 1 Life Sciences 1 1190
## 779 7 3 Medical 1 1693
## 780 1 4 Medical 1 2027
## 781 20 2 Marketing 1 248
## 782 2 4 Technical Degree 1 721
## 783 3 2 Human Resources 1 910
## 784 25 3 Medical 1 1220
## 785 2 4 Marketing 1 1731
## 786 8 5 Life Sciences 1 1430
## 787 3 3 Technical Degree 1 1786
## 788 8 4 Medical 1 433
## 789 2 3 Medical 1 1770
## 790 1 3 Medical 1 1303
## 791 3 2 Medical 1 1509
## 792 27 2 Medical 1 247
## 793 2 2 Medical 1 1638
## 794 8 3 Technical Degree 1 83
## 795 18 4 Life Sciences 1 275
## 796 3 3 Life Sciences 1 702
## 797 20 2 Medical 1 372
## 798 8 1 Medical 1 1783
## 799 10 3 Medical 1 1248
## 800 3 2 Life Sciences 1 1664
## 801 1 3 Life Sciences 1 52
## 802 2 1 Life Sciences 1 604
## 803 10 1 Medical 1 429
## 804 4 3 Technical Degree 1 1100
## 805 23 3 Medical 1 132
## 806 10 3 Life Sciences 1 1790
## 807 18 1 Life Sciences 1 1399
## 808 19 1 Medical 1 217
## 809 16 1 Life Sciences 1 1729
## 810 17 3 Technical Degree 1 233
## 811 9 3 Medical 1 239
## 812 1 3 Technical Degree 1 1415
## 813 10 4 Marketing 1 507
## 814 26 4 Life Sciences 1 1625
## 815 9 3 Marketing 1 893
## 816 9 3 Medical 1 1238
## 817 2 3 Medical 1 833
## 818 7 3 Medical 1 817
## 819 2 1 Medical 1 198
## 820 13 2 Marketing 1 1933
## 821 5 4 Other 1 1607
## 822 20 2 Marketing 1 349
## 823 28 3 Marketing 1 2035
## 824 15 3 Medical 1 1160
## 825 12 4 Life Sciences 1 1614
## 826 1 4 Medical 1 1069
## 827 16 4 Marketing 1 1761
## 828 2 3 Marketing 1 1281
## 829 2 2 Medical 1 1760
## 830 3 3 Medical 1 644
## 831 23 2 Life Sciences 1 1002
## 832 22 1 Marketing 1 167
## 833 19 4 Medical 1 1216
## 834 9 2 Life Sciences 1 1193
## 835 8 1 Medical 1 1278
## 836 9 4 Medical 1 626
## 837 4 1 Life Sciences 1 1394
## 838 21 4 Life Sciences 1 621
## 839 4 3 Life Sciences 1 1827
## 840 10 3 Life Sciences 1 1867
## 841 3 3 Life Sciences 1 405
## 842 17 3 Other 1 1419
## 843 25 4 Medical 1 867
## 844 9 3 Life Sciences 1 1344
## 845 3 2 Life Sciences 1 1779
## 846 17 2 Medical 1 536
## 847 3 1 Medical 1 201
## 848 1 3 Medical 1 417
## 849 22 2 Marketing 1 492
## 850 6 3 Other 1 1918
## 851 20 3 Life Sciences 1 175
## 852 9 2 Medical 1 41
## 853 15 2 Life Sciences 1 15
## 854 16 2 Medical 1 412
## 855 16 2 Other 1 1886
## 856 7 1 Life Sciences 1 1492
## 857 3 3 Technical Degree 1 297
## 858 7 2 Life Sciences 1 442
## 859 9 4 Life Sciences 1 200
## 860 15 3 Medical 1 1295
## 861 6 2 Medical 1 1297
## 862 4 4 Marketing 1 1293
## 863 19 3 Marketing 1 502
## 864 3 3 Medical 1 746
## 865 29 3 Technical Degree 1 1465
## 866 4 3 Life Sciences 1 1363
## 867 26 4 Marketing 1 333
## 868 14 3 Medical 1 1503
## 869 7 3 Medical 1 1195
## 870 2 3 Medical 1 269
## 871 2 4 Life Sciences 1 1849
## 872 13 1 Life Sciences 1 995
## 873 13 4 Marketing 1 1372
## 874 9 4 Life Sciences 1 1949
## 875 19 3 Other 1 1619
## 876 5 3 Technical Degree 1 42
## 877 22 2 Marketing 1 160
## 878 10 2 Life Sciences 1 1279
## 879 23 3 Life Sciences 1 159
## 880 11 2 Technical Degree 1 1367
## 881 9 3 Marketing 1 1457
## 882 1 4 Life Sciences 1 1361
## 883 3 2 Medical 1 690
## 884 8 1 Marketing 1 800
## 885 2 3 Medical 1 366
## 886 3 1 Life Sciences 1 926
## 887 29 1 Life Sciences 1 1859
## 888 8 5 Life Sciences 1 775
## 889 7 4 Life Sciences 1 76
## 890 8 4 Technical Degree 1 1164
## 891 2 3 Life Sciences 1 1346
## 892 29 4 Technical Degree 1 1568
## 893 9 2 Medical 1 118
## 894 3 1 Medical 1 714
## 895 7 4 Life Sciences 1 1484
## 896 2 2 Life Sciences 1 1857
## 897 16 3 Life Sciences 1 1758
## 898 2 1 Life Sciences 1 1334
## 899 15 2 Medical 1 1356
## 900 2 3 Life Sciences 1 501
## 901 2 1 Medical 1 7
## 902 1 5 Marketing 1 1481
## 903 16 4 Life Sciences 1 1557
## 904 1 4 Life Sciences 1 2012
## 905 11 2 Life Sciences 1 1045
## 906 7 3 Life Sciences 1 1114
## 907 1 3 Medical 1 124
## 908 5 2 Medical 1 460
## 909 5 4 Technical Degree 1 65
## 910 1 1 Life Sciences 1 134
## 911 3 3 Life Sciences 1 1255
## 912 1 4 Other 1 1972
## 913 2 2 Life Sciences 1 1802
## 914 5 3 Medical 1 153
## 915 7 2 Medical 1 1025
## 916 20 1 Life Sciences 1 1533
## 917 1 3 Medical 1 1834
## 918 10 3 Medical 1 1836
## 919 10 1 Medical 1 1056
## 920 3 3 Medical 1 10
## 921 7 1 Marketing 1 585
## 922 8 1 Life Sciences 1 63
## 923 15 3 Other 1 1052
## 924 2 5 Medical 1 1231
## 925 22 5 Medical 1 1665
## 926 10 4 Life Sciences 1 483
## 927 8 3 Medical 1 1304
## 928 10 3 Medical 1 2015
## 929 16 2 Medical 1 22
## 930 2 2 Life Sciences 1 8
## 931 10 3 Life Sciences 1 1774
## 932 3 2 Life Sciences 1 727
## 933 1 3 Marketing 1 534
## 934 2 1 Life Sciences 1 918
## 935 4 3 Technical Degree 1 960
## 936 9 3 Medical 1 1494
## 937 1 4 Medical 1 288
## 938 8 4 Life Sciences 1 179
## 939 24 1 Life Sciences 1 2014
## 940 3 3 Medical 1 1875
## 941 9 4 Life Sciences 1 1534
## 942 6 3 Medical 1 1588
## 943 25 3 Life Sciences 1 81
## 944 2 4 Life Sciences 1 1027
## 945 10 3 Medical 1 411
## 946 2 1 Life Sciences 1 1590
## 947 7 1 Marketing 1 1780
## 948 23 3 Life Sciences 1 560
## 949 17 4 Life Sciences 1 608
## 950 27 2 Life Sciences 1 785
## 951 10 4 Technical Degree 1 1854
## 952 26 3 Marketing 1 1066
## 953 3 3 Other 1 1062
## 954 5 2 Life Sciences 1 1850
## 955 9 3 Life Sciences 1 1132
## 956 4 3 Life Sciences 1 1744
## 957 7 3 Life Sciences 1 112
## 958 29 4 Medical 1 1046
## 959 23 2 Life Sciences 1 1678
## 960 2 4 Life Sciences 1 825
## 961 15 3 Life Sciences 1 346
## 962 24 2 Technical Degree 1 335
## 963 12 3 Life Sciences 1 837
## 964 3 3 Human Resources 1 760
## 965 7 1 Medical 1 143
## 966 7 2 Medical 1 80
## 967 28 4 Medical 1 2054
## 968 2 2 Medical 1 513
## 969 2 3 Medical 1 1215
## 970 16 4 Medical 1 394
## 971 9 3 Marketing 1 1965
## 972 12 3 Medical 1 961
## 973 1 4 Medical 1 1286
## 974 1 3 Life Sciences 1 657
## 975 17 1 Medical 1 1009
## 976 18 1 Medical 1 315
## 977 6 3 Life Sciences 1 1022
## 978 23 3 Medical 1 1310
## 979 9 3 Life Sciences 1 880
## 980 4 2 Medical 1 1256
## 981 28 4 Life Sciences 1 1554
## 982 10 3 Marketing 1 580
## 983 2 3 Life Sciences 1 316
## 984 5 3 Other 1 2060
## 985 11 4 Marketing 1 2045
## 986 5 2 Life Sciences 1 1939
## 987 3 4 Life Sciences 1 1203
## 988 7 5 Marketing 1 1446
## 989 22 3 Medical 1 1043
## 990 9 4 Life Sciences 1 493
## 991 2 3 Life Sciences 1 909
## 992 9 3 Medical 1 1707
## 993 9 3 Human Resources 1 184
## 994 2 4 Medical 1 1212
## 995 10 3 Technical Degree 1 983
## 996 6 4 Other 1 138
## 997 10 1 Medical 1 1006
## 998 1 3 Medical 1 1422
## 999 3 4 Life Sciences 1 984
## 1000 25 4 Life Sciences 1 911
## 1001 5 2 Medical 1 103
## 1002 4 1 Medical 1 467
## 1003 2 3 Medical 1 1671
## 1004 2 2 Medical 1 574
## 1005 15 4 Other 1 1576
## 1006 3 1 Medical 1 1915
## 1007 2 3 Medical 1 1657
## 1008 23 4 Life Sciences 1 393
## 1009 7 2 Medical 1 1201
## 1010 6 2 Marketing 1 205
## 1011 10 3 Medical 1 342
## 1012 6 4 Life Sciences 1 151
## 1013 8 2 Technical Degree 1 436
## 1014 9 4 Life Sciences 1 1807
## 1015 26 4 Marketing 1 299
## 1016 27 3 Technical Degree 1 1599
## 1017 2 3 Medical 1 351
## 1018 1 5 Marketing 1 204
## 1019 5 3 Life Sciences 1 228
## 1020 5 2 Life Sciences 1 1012
## 1021 2 3 Other 1 606
## 1022 1 5 Medical 1 479
## 1023 19 4 Other 1 1871
## 1024 1 1 Life Sciences 1 1712
## 1025 10 3 Life Sciences 1 199
## 1026 9 3 Life Sciences 1 2022
## 1027 2 3 Human Resources 1 424
## 1028 4 2 Life Sciences 1 527
## 1029 3 2 Life Sciences 1 720
## 1030 1 2 Medical 1 1098
## 1031 2 1 Marketing 1 1396
## 1032 2 3 Life Sciences 1 1778
## 1033 5 1 Technical Degree 1 844
## 1034 1 2 Life Sciences 1 1893
## 1035 9 4 Other 1 1449
## 1036 10 1 Medical 1 701
## 1037 26 1 Medical 1 781
## 1038 19 4 Medical 1 698
## 1039 10 1 Medical 1 1800
## 1040 27 3 Medical 1 793
## 1041 29 2 Medical 1 355
## 1042 1 4 Other 1 939
## 1043 3 3 Medical 1 2024
## 1044 1 2 Life Sciences 1 857
## 1045 16 3 Medical 1 1947
## 1046 1 3 Medical 1 1111
## 1047 2 3 Medical 1 1573
## 1048 5 4 Life Sciences 1 428
## 1049 17 4 Life Sciences 1 1405
## 1050 15 2 Medical 1 1645
## 1051 2 5 Technical Degree 1 1572
## 1052 18 1 Medical 1 286
## 1053 8 4 Other 1 526
## 1054 9 3 Medical 1 930
## 1055 2 3 Medical 1 1648
## 1056 3 3 Medical 1 538
## 1057 1 1 Technical Degree 1 274
## 1058 16 3 Marketing 1 327
## 1059 8 2 Other 1 1794
## 1060 2 1 Life Sciences 1 1136
## 1061 1 2 Life Sciences 1 1483
## 1062 10 4 Life Sciences 1 1615
## 1063 6 3 Life Sciences 1 692
## 1064 7 3 Life Sciences 1 1702
## 1065 1 4 Life Sciences 1 422
## 1066 9 1 Medical 1 758
## 1067 2 4 Medical 1 2051
## 1068 7 3 Life Sciences 1 549
## 1069 7 3 Medical 1 1477
## 1070 8 4 Marketing 1 738
## 1071 11 3 Medical 1 1364
## 1072 7 2 Medical 1 524
## 1073 21 3 Marketing 1 1226
## 1074 16 3 Life Sciences 1 1763
## 1075 11 5 Marketing 1 1935
## 1076 2 3 Marketing 1 1204
## 1077 5 3 Other 1 32
## 1078 20 3 Life Sciences 1 1881
## 1079 3 3 Technical Degree 1 397
## 1080 29 2 Life Sciences 1 547
## 1081 2 4 Life Sciences 1 2048
## 1082 1 4 Life Sciences 1 2052
## 1083 9 3 Marketing 1 2023
## 1084 1 3 Marketing 1 600
## 1085 23 3 Life Sciences 1 12
## 1086 5 4 Life Sciences 1 729
## 1087 5 3 Technical Degree 1 1749
## 1088 2 5 Medical 1 773
## 1089 5 4 Technical Degree 1 423
## 1090 10 3 Marketing 1 1403
## 1091 10 1 Marketing 1 463
## 1092 15 4 Marketing 1 2036
## 1093 11 3 Other 1 306
## 1094 10 3 Technical Degree 1 1239
## 1095 5 2 Life Sciences 1 369
## 1096 1 4 Life Sciences 1 635
## 1097 1 2 Medical 1 340
## 1098 8 3 Human Resources 1 1747
## 1099 2 3 Medical 1 471
## 1100 10 4 Medical 1 1809
## 1101 4 1 Medical 1 253
## 1102 2 2 Marketing 1 516
## 1103 2 2 Life Sciences 1 361
## 1104 7 2 Marketing 1 862
## 1105 7 4 Other 1 949
## 1106 10 3 Life Sciences 1 1143
## 1107 14 3 Life Sciences 1 1244
## 1108 1 4 Life Sciences 1 665
## 1109 20 3 Life Sciences 1 293
## 1110 18 4 Medical 1 1945
## 1111 8 4 Life Sciences 1 1630
## 1112 1 2 Technical Degree 1 1048
## 1113 15 1 Medical 1 582
## 1114 8 2 Technical Degree 1 723
## 1115 25 3 Medical 1 1993
## 1116 15 3 Life Sciences 1 1870
## 1117 10 4 Life Sciences 1 518
## 1118 1 3 Life Sciences 1 1315
## 1119 5 3 Technical Degree 1 940
## 1120 14 3 Technical Degree 1 666
## 1121 28 3 Marketing 1 2055
## 1122 1 4 Medical 1 1116
## 1123 1 3 Life Sciences 1 1956
## 1124 2 2 Medical 1 264
## 1125 20 3 Technical Degree 1 1265
## 1126 1 1 Technical Degree 1 235
## 1127 7 3 Life Sciences 1 647
## 1128 11 4 Life Sciences 1 813
## 1129 2 4 Life Sciences 1 410
## 1130 8 1 Life Sciences 1 1019
## 1131 3 4 Medical 1 337
## 1132 13 4 Medical 1 1307
## 1133 2 4 Life Sciences 1 659
## 1134 2 3 Medical 1 1675
## 1135 9 3 Medical 1 190
## 1136 1 2 Medical 1 1083
## 1137 10 3 Medical 1 486
## 1138 1 3 Marketing 1 1349
## 1139 3 3 Life Sciences 1 307
## 1140 15 2 Life Sciences 1 1666
## 1141 23 3 Medical 1 367
## 1142 8 4 Marketing 1 35
## 1143 4 4 Life Sciences 1 1024
## 1144 5 4 Medical 1 916
## 1145 1 5 Human Resources 1 1642
## 1146 20 3 Life Sciences 1 2046
## 1147 8 3 Medical 1 2068
## 1148 4 3 Medical 1 1916
## 1149 1 3 Life Sciences 1 1249
## 1150 2 3 Life Sciences 1 117
## 1151 7 3 Life Sciences 1 1382
## 1152 2 1 Life Sciences 1 1371
## 1153 20 4 Life Sciences 1 450
## 1154 12 1 Life Sciences 1 1175
## 1155 20 4 Medical 1 170
## 1156 3 3 Medical 1 258
## 1157 1 3 Medical 1 896
## 1158 2 4 Other 1 1847
## 1159 6 3 Life Sciences 1 1162
## 1160 6 2 Medical 1 178
## 1161 10 4 Life Sciences 1 1200
## 1162 1 3 Life Sciences 1 743
## 1163 20 1 Medical 1 1852
## 1164 1 3 Technical Degree 1 623
## 1165 5 2 Medical 1 848
## 1166 13 3 Other 1 1234
## 1167 20 4 Technical Degree 1 1092
## 1168 12 3 Technical Degree 1 533
## 1169 6 4 Medical 1 655
## 1170 21 3 Life Sciences 1 267
## EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1 2 Male 73 3 2
## 2 3 Male 44 2 5
## 3 3 Male 60 3 3
## 4 3 Female 48 3 3
## 5 1 Female 32 3 1
## 6 4 Male 32 3 3
## 7 2 Male 90 4 1
## 8 4 Female 88 2 2
## 9 3 Female 87 3 1
## 10 4 Male 92 2 2
## 11 1 Female 81 2 5
## 12 3 Male 43 3 1
## 13 3 Male 59 3 3
## 14 3 Male 72 3 1
## 15 4 Female 44 3 1
## 16 4 Female 45 3 2
## 17 3 Female 93 3 2
## 18 3 Female 30 3 2
## 19 4 Male 97 4 1
## 20 2 Male 78 4 2
## 21 2 Male 48 2 2
## 22 2 Male 56 4 2
## 23 4 Male 72 3 2
## 24 4 Male 54 3 2
## 25 2 Female 42 2 2
## 26 2 Male 88 3 5
## 27 3 Male 80 3 2
## 28 1 Female 77 3 2
## 29 1 Male 66 3 3
## 30 4 Male 41 3 1
## 31 4 Male 35 1 2
## 32 2 Male 79 4 1
## 33 3 Female 75 1 4
## 34 4 Male 58 2 1
## 35 4 Male 56 2 2
## 36 2 Male 100 4 1
## 37 4 Male 55 2 3
## 38 2 Male 96 2 2
## 39 4 Male 99 3 5
## 40 3 Male 67 4 1
## 41 2 Male 52 3 4
## 42 2 Male 46 1 2
## 43 4 Female 74 3 1
## 44 4 Male 93 2 5
## 45 4 Male 47 3 1
## 46 1 Female 74 3 1
## 47 1 Male 34 1 2
## 48 3 Male 73 2 3
## 49 2 Male 69 3 1
## 50 4 Male 57 3 1
## 51 3 Female 43 3 1
## 52 4 Female 76 3 5
## 53 1 Female 72 4 1
## 54 3 Male 57 3 2
## 55 3 Female 61 3 2
## 56 3 Male 94 3 1
## 57 3 Male 57 4 1
## 58 2 Male 87 3 1
## 59 1 Female 80 3 3
## 60 3 Male 73 1 1
## 61 3 Male 51 2 3
## 62 4 Female 63 3 3
## 63 1 Male 54 3 1
## 64 2 Female 33 3 1
## 65 4 Female 97 3 1
## 66 1 Male 80 4 1
## 67 2 Male 82 1 2
## 68 4 Male 78 3 1
## 69 2 Male 79 3 1
## 70 4 Female 42 3 1
## 71 4 Male 76 3 1
## 72 4 Male 84 3 2
## 73 2 Male 50 2 2
## 74 2 Male 46 3 1
## 75 2 Male 64 3 3
## 76 3 Female 58 3 2
## 77 4 Male 64 2 3
## 78 4 Male 56 4 4
## 79 4 Female 57 2 3
## 80 4 Female 59 1 1
## 81 1 Female 61 1 2
## 82 4 Male 49 3 2
## 83 1 Male 72 2 2
## 84 3 Male 51 4 2
## 85 3 Female 53 3 2
## 86 3 Female 69 2 4
## 87 4 Male 42 3 2
## 88 3 Male 39 2 1
## 89 4 Male 37 3 3
## 90 2 Female 83 3 5
## 91 4 Male 42 3 1
## 92 4 Female 45 2 3
## 93 4 Male 92 2 1
## 94 1 Female 51 3 2
## 95 3 Female 53 3 5
## 96 2 Male 99 3 2
## 97 3 Female 51 3 4
## 98 3 Male 100 2 2
## 99 4 Female 97 3 1
## 100 4 Female 86 2 1
## 101 2 Male 91 3 1
## 102 1 Male 31 3 3
## 103 3 Female 72 3 2
## 104 1 Male 58 4 1
## 105 4 Male 39 4 4
## 106 1 Male 82 4 1
## 107 4 Male 41 3 2
## 108 3 Male 71 4 5
## 109 4 Female 66 3 2
## 110 4 Male 78 3 1
## 111 3 Male 39 2 1
## 112 4 Male 70 3 4
## 113 2 Male 87 3 3
## 114 4 Female 61 3 2
## 115 3 Male 94 3 2
## 116 1 Male 32 3 3
## 117 3 Male 57 3 2
## 118 4 Male 46 2 2
## 119 1 Male 56 3 1
## 120 3 Female 98 3 2
## 121 1 Female 63 4 3
## 122 3 Male 58 3 1
## 123 4 Male 74 3 3
## 124 4 Female 46 2 2
## 125 2 Male 44 3 2
## 126 3 Female 55 3 2
## 127 2 Female 72 1 1
## 128 2 Female 93 2 2
## 129 1 Female 73 2 2
## 130 1 Female 45 4 4
## 131 1 Male 43 2 2
## 132 4 Female 80 3 2
## 133 4 Female 88 2 2
## 134 4 Male 66 3 2
## 135 3 Female 82 2 2
## 136 3 Female 38 4 2
## 137 2 Female 36 2 1
## 138 3 Female 56 3 3
## 139 4 Male 70 3 1
## 140 3 Male 87 3 3
## 141 4 Male 68 3 4
## 142 1 Male 88 3 1
## 143 4 Male 75 3 3
## 144 3 Male 98 3 2
## 145 2 Female 89 4 2
## 146 4 Male 61 3 2
## 147 4 Female 72 3 1
## 148 1 Male 46 3 2
## 149 4 Male 49 3 1
## 150 2 Female 39 1 2
## 151 2 Male 46 3 2
## 152 4 Male 55 3 2
## 153 4 Male 91 2 2
## 154 2 Male 85 4 2
## 155 2 Male 83 3 1
## 156 4 Female 85 3 2
## 157 2 Female 92 3 2
## 158 1 Male 84 3 4
## 159 3 Female 83 3 3
## 160 1 Female 60 3 3
## 161 4 Male 55 2 2
## 162 2 Male 72 2 3
## 163 3 Male 39 3 2
## 164 4 Female 82 4 2
## 165 3 Male 96 3 3
## 166 3 Female 49 2 1
## 167 1 Female 72 3 4
## 168 1 Female 95 4 4
## 169 4 Male 78 3 2
## 170 3 Female 93 3 1
## 171 3 Male 99 3 2
## 172 3 Male 64 3 2
## 173 1 Female 86 3 3
## 174 4 Male 82 4 3
## 175 3 Male 45 3 4
## 176 4 Female 70 2 1
## 177 4 Male 78 3 5
## 178 1 Male 57 3 1
## 179 2 Female 43 3 3
## 180 1 Female 59 2 2
## 181 3 Male 44 2 3
## 182 2 Female 31 3 2
## 183 2 Female 72 4 1
## 184 2 Female 32 3 3
## 185 3 Female 48 3 1
## 186 4 Male 94 3 1
## 187 4 Male 77 4 2
## 188 2 Female 47 4 4
## 189 1 Male 96 3 5
## 190 2 Male 43 3 2
## 191 4 Female 64 3 2
## 192 1 Female 68 3 3
## 193 3 Female 87 3 2
## 194 2 Female 37 3 2
## 195 1 Male 36 2 1
## 196 3 Male 96 3 1
## 197 4 Male 96 3 1
## 198 4 Male 56 2 4
## 199 1 Female 42 2 3
## 200 4 Male 94 2 1
## 201 2 Female 100 4 4
## 202 2 Male 66 3 2
## 203 3 Female 98 2 2
## 204 1 Female 67 1 1
## 205 3 Female 56 3 1
## 206 2 Male 61 3 1
## 207 1 Female 85 1 2
## 208 2 Male 70 3 2
## 209 4 Female 84 3 1
## 210 3 Male 96 3 3
## 211 1 Female 60 2 4
## 212 4 Male 90 3 5
## 213 4 Male 80 4 1
## 214 4 Female 43 2 2
## 215 1 Male 54 2 1
## 216 3 Male 68 3 1
## 217 3 Female 76 3 2
## 218 4 Female 58 3 4
## 219 1 Female 75 3 1
## 220 3 Male 53 3 1
## 221 4 Male 60 3 2
## 222 1 Female 100 3 2
## 223 3 Female 36 3 2
## 224 1 Male 72 2 1
## 225 2 Male 71 3 1
## 226 4 Male 76 3 1
## 227 3 Male 75 3 1
## 228 4 Male 60 4 1
## 229 1 Female 33 3 2
## 230 3 Female 41 2 4
## 231 4 Female 59 2 2
## 232 4 Female 97 3 1
## 233 3 Male 82 1 4
## 234 4 Female 52 3 2
## 235 3 Male 92 3 4
## 236 1 Male 46 2 3
## 237 1 Male 56 3 5
## 238 1 Female 92 3 2
## 239 3 Female 82 3 1
## 240 4 Female 50 2 3
## 241 4 Male 56 3 3
## 242 2 Female 83 3 5
## 243 3 Male 76 3 1
## 244 1 Male 68 2 1
## 245 2 Male 79 2 2
## 246 1 Female 62 2 1
## 247 3 Female 39 3 3
## 248 2 Male 68 2 1
## 249 4 Female 75 3 2
## 250 2 Female 91 3 4
## 251 2 Male 59 2 1
## 252 1 Male 84 3 2
## 253 2 Female 95 2 1
## 254 4 Male 89 4 1
## 255 4 Male 55 2 3
## 256 1 Male 52 3 1
## 257 4 Female 84 3 1
## 258 4 Female 73 3 2
## 259 3 Male 64 3 3
## 260 4 Male 57 3 1
## 261 3 Female 90 2 1
## 262 1 Male 100 2 1
## 263 3 Male 58 3 1
## 264 3 Female 84 3 1
## 265 2 Male 52 3 1
## 266 1 Male 84 4 1
## 267 2 Male 71 3 4
## 268 4 Male 95 3 1
## 269 4 Male 36 3 2
## 270 3 Male 85 3 2
## 271 3 Female 67 3 2
## 272 4 Female 66 3 2
## 273 2 Female 36 2 2
## 274 3 Female 98 2 2
## 275 3 Male 61 4 5
## 276 4 Female 92 3 5
## 277 1 Female 43 3 1
## 278 3 Female 33 3 1
## 279 3 Male 46 2 2
## 280 4 Male 30 3 2
## 281 4 Male 73 3 2
## 282 4 Male 59 3 1
## 283 3 Female 52 3 2
## 284 4 Male 73 3 2
## 285 3 Male 37 4 1
## 286 2 Male 79 3 2
## 287 4 Male 75 3 1
## 288 2 Male 93 3 1
## 289 2 Female 92 3 3
## 290 1 Female 72 3 1
## 291 4 Female 91 3 1
## 292 2 Female 47 3 2
## 293 4 Female 99 3 1
## 294 3 Female 98 3 3
## 295 3 Male 38 3 4
## 296 4 Male 43 3 1
## 297 4 Male 45 2 2
## 298 1 Male 66 1 2
## 299 3 Male 46 2 1
## 300 1 Male 84 1 1
## 301 2 Male 48 3 2
## 302 2 Male 71 3 3
## 303 1 Male 94 2 1
## 304 2 Male 48 3 2
## 305 4 Male 51 3 1
## 306 1 Male 46 2 1
## 307 1 Male 64 3 1
## 308 3 Male 40 2 1
## 309 3 Male 62 3 2
## 310 4 Male 57 4 2
## 311 2 Male 45 3 2
## 312 2 Female 75 3 4
## 313 4 Female 33 3 1
## 314 2 Male 34 2 2
## 315 1 Male 84 3 2
## 316 4 Female 83 3 2
## 317 3 Female 75 3 1
## 318 2 Male 45 2 2
## 319 1 Male 44 2 2
## 320 2 Female 57 4 1
## 321 3 Female 70 2 1
## 322 2 Male 42 3 1
## 323 2 Male 75 2 1
## 324 4 Female 74 2 2
## 325 4 Female 65 2 4
## 326 2 Female 76 3 1
## 327 2 Female 31 3 5
## 328 4 Male 35 3 2
## 329 4 Female 58 2 2
## 330 3 Female 31 3 4
## 331 3 Male 36 3 4
## 332 4 Male 32 1 3
## 333 3 Male 99 3 1
## 334 3 Female 68 3 3
## 335 3 Female 32 2 5
## 336 1 Female 54 2 2
## 337 4 Male 54 3 2
## 338 1 Male 45 3 2
## 339 4 Male 81 3 2
## 340 4 Female 33 3 1
## 341 2 Female 82 2 1
## 342 4 Male 52 2 1
## 343 4 Male 34 2 3
## 344 3 Female 71 3 1
## 345 3 Male 61 3 2
## 346 2 Male 77 3 4
## 347 4 Male 95 3 2
## 348 3 Female 84 3 2
## 349 4 Male 74 1 1
## 350 3 Male 81 3 4
## 351 3 Male 83 3 3
## 352 2 Male 100 4 2
## 353 3 Female 92 2 2
## 354 4 Male 72 3 2
## 355 3 Female 81 3 3
## 356 4 Male 81 1 2
## 357 3 Female 46 2 1
## 358 3 Female 71 2 1
## 359 1 Male 33 3 2
## 360 4 Male 47 3 1
## 361 3 Male 65 2 5
## 362 3 Male 45 4 1
## 363 1 Female 57 1 5
## 364 1 Male 49 3 5
## 365 4 Female 58 1 5
## 366 3 Female 86 4 4
## 367 3 Female 46 3 2
## 368 1 Male 47 3 2
## 369 4 Male 45 4 1
## 370 1 Female 74 4 2
## 371 3 Female 96 3 2
## 372 3 Female 69 3 3
## 373 1 Male 97 3 3
## 374 2 Female 71 3 1
## 375 4 Male 54 3 1
## 376 3 Male 88 1 4
## 377 3 Female 43 4 1
## 378 2 Male 77 3 2
## 379 2 Female 69 1 1
## 380 1 Female 48 3 1
## 381 4 Male 42 3 5
## 382 3 Female 61 3 1
## 383 3 Male 96 3 2
## 384 3 Male 62 3 1
## 385 1 Male 34 3 1
## 386 4 Female 80 3 3
## 387 3 Female 92 3 3
## 388 4 Male 34 3 2
## 389 3 Female 51 3 2
## 390 1 Female 99 2 1
## 391 3 Female 93 3 2
## 392 3 Female 47 2 2
## 393 3 Male 48 3 1
## 394 3 Female 80 2 3
## 395 2 Male 35 3 1
## 396 3 Male 32 3 1
## 397 1 Male 51 3 4
## 398 1 Female 52 3 1
## 399 3 Male 57 3 2
## 400 2 Male 86 3 3
## 401 3 Female 43 1 2
## 402 3 Female 36 3 2
## 403 2 Female 64 3 1
## 404 2 Female 42 3 3
## 405 3 Female 53 2 1
## 406 2 Male 50 2 4
## 407 1 Female 91 2 2
## 408 3 Male 60 1 1
## 409 1 Female 78 2 4
## 410 2 Male 94 3 4
## 411 1 Male 77 2 1
## 412 4 Male 35 3 3
## 413 2 Male 73 3 1
## 414 4 Male 79 3 2
## 415 4 Female 33 1 1
## 416 2 Male 90 3 2
## 417 3 Female 49 3 1
## 418 3 Male 81 4 1
## 419 4 Female 56 2 2
## 420 2 Male 93 2 3
## 421 1 Male 94 3 2
## 422 2 Female 72 3 2
## 423 2 Male 76 1 2
## 424 4 Female 97 3 1
## 425 3 Male 48 2 2
## 426 3 Male 79 2 3
## 427 3 Male 64 3 1
## 428 4 Male 100 2 1
## 429 4 Male 62 2 1
## 430 4 Male 84 2 2
## 431 4 Male 74 3 2
## 432 3 Male 74 3 1
## 433 1 Male 97 2 2
## 434 4 Female 91 2 1
## 435 1 Male 67 2 3
## 436 2 Female 56 3 2
## 437 3 Male 46 3 1
## 438 3 Male 95 3 1
## 439 1 Male 86 2 1
## 440 2 Female 33 4 2
## 441 4 Female 38 3 2
## 442 4 Female 43 3 1
## 443 1 Male 79 3 1
## 444 3 Female 44 3 1
## 445 3 Male 46 3 5
## 446 1 Male 74 3 1
## 447 4 Male 90 3 2
## 448 2 Male 95 4 2
## 449 4 Female 50 3 2
## 450 1 Male 52 2 2
## 451 2 Female 95 3 2
## 452 4 Male 49 3 1
## 453 3 Male 84 3 2
## 454 2 Male 43 3 2
## 455 4 Female 40 2 4
## 456 2 Male 88 3 5
## 457 1 Female 67 3 2
## 458 3 Male 71 3 2
## 459 1 Female 90 3 1
## 460 1 Male 37 2 2
## 461 2 Male 97 3 1
## 462 1 Male 77 3 1
## 463 3 Female 77 3 3
## 464 4 Female 30 3 2
## 465 3 Male 38 2 1
## 466 4 Male 45 3 1
## 467 3 Male 70 3 1
## 468 2 Female 55 4 1
## 469 2 Male 79 1 2
## 470 4 Female 57 4 2
## 471 2 Male 41 3 1
## 472 4 Male 73 2 1
## 473 4 Male 52 3 3
## 474 3 Male 83 3 1
## 475 1 Male 50 3 1
## 476 1 Male 98 3 2
## 477 4 Male 66 2 2
## 478 1 Male 45 3 2
## 479 3 Female 54 3 1
## 480 3 Female 42 4 3
## 481 1 Male 89 3 2
## 482 4 Male 48 3 1
## 483 3 Male 86 2 2
## 484 3 Female 67 3 1
## 485 4 Female 94 3 3
## 486 2 Female 94 3 2
## 487 2 Male 89 3 1
## 488 1 Male 31 3 1
## 489 1 Male 98 2 3
## 490 2 Female 96 3 2
## 491 3 Female 35 3 5
## 492 4 Female 43 3 4
## 493 3 Male 42 2 2
## 494 4 Female 91 2 3
## 495 2 Female 63 2 2
## 496 1 Female 66 3 4
## 497 1 Male 69 3 1
## 498 2 Male 53 3 1
## 499 3 Male 94 3 2
## 500 1 Female 32 1 2
## 501 3 Female 53 2 3
## 502 3 Male 50 2 1
## 503 4 Female 95 3 1
## 504 2 Female 51 4 3
## 505 1 Female 82 3 4
## 506 4 Female 67 2 2
## 507 4 Female 34 3 1
## 508 2 Male 52 3 3
## 509 1 Male 41 3 1
## 510 2 Female 49 3 5
## 511 1 Female 100 3 2
## 512 3 Male 71 3 3
## 513 1 Male 56 3 1
## 514 1 Female 98 3 3
## 515 1 Male 39 3 1
## 516 4 Male 84 1 2
## 517 3 Male 36 2 1
## 518 2 Male 57 3 1
## 519 1 Female 48 2 2
## 520 1 Male 97 3 1
## 521 3 Female 100 2 1
## 522 3 Male 51 3 1
## 523 2 Male 59 3 3
## 524 4 Male 58 2 5
## 525 3 Male 70 2 1
## 526 3 Female 38 2 3
## 527 3 Female 30 3 2
## 528 3 Male 80 3 2
## 529 2 Male 30 2 1
## 530 2 Female 72 3 1
## 531 3 Female 65 2 3
## 532 2 Female 73 3 2
## 533 3 Male 81 4 1
## 534 3 Female 34 3 2
## 535 2 Male 77 1 1
## 536 4 Male 37 4 1
## 537 4 Male 32 3 3
## 538 3 Male 52 3 1
## 539 1 Female 62 3 1
## 540 2 Male 45 3 2
## 541 3 Male 49 3 2
## 542 4 Male 90 4 1
## 543 3 Male 79 2 1
## 544 4 Male 88 3 2
## 545 3 Female 86 2 1
## 546 2 Female 35 2 1
## 547 1 Female 51 3 3
## 548 1 Male 51 2 2
## 549 1 Female 81 2 3
## 550 2 Male 36 3 1
## 551 4 Male 59 2 5
## 552 2 Male 63 2 1
## 553 2 Male 94 2 2
## 554 4 Male 51 3 1
## 555 4 Male 63 2 2
## 556 4 Male 75 3 2
## 557 3 Female 42 3 2
## 558 2 Male 83 2 1
## 559 2 Male 98 3 2
## 560 3 Male 57 3 2
## 561 4 Male 30 3 1
## 562 1 Male 87 3 4
## 563 3 Female 37 3 1
## 564 3 Female 40 3 3
## 565 4 Male 38 1 1
## 566 2 Male 42 3 1
## 567 4 Male 84 2 2
## 568 2 Male 64 2 2
## 569 3 Female 68 2 2
## 570 4 Male 95 3 4
## 571 3 Female 54 3 2
## 572 4 Female 65 3 1
## 573 3 Male 42 2 2
## 574 2 Male 92 4 2
## 575 1 Male 66 3 2
## 576 1 Male 51 2 2
## 577 1 Male 59 2 1
## 578 3 Male 90 2 1
## 579 1 Female 81 3 2
## 580 3 Male 82 3 2
## 581 4 Male 67 3 1
## 582 1 Female 44 3 4
## 583 2 Male 60 1 2
## 584 2 Female 81 3 2
## 585 4 Male 41 3 2
## 586 3 Male 99 3 2
## 587 2 Female 79 1 2
## 588 3 Male 82 2 1
## 589 1 Female 94 3 1
## 590 3 Female 30 3 1
## 591 2 Female 85 2 1
## 592 1 Female 40 2 2
## 593 1 Male 92 3 1
## 594 3 Female 84 3 1
## 595 1 Female 80 2 3
## 596 1 Male 48 4 2
## 597 4 Male 78 2 3
## 598 2 Female 78 2 2
## 599 2 Male 87 4 2
## 600 2 Male 61 3 1
## 601 4 Female 78 3 1
## 602 4 Male 62 3 2
## 603 2 Female 73 4 3
## 604 2 Female 54 3 1
## 605 2 Female 52 1 1
## 606 3 Male 59 4 4
## 607 1 Female 57 2 2
## 608 1 Female 44 4 2
## 609 3 Male 100 4 1
## 610 2 Female 88 2 1
## 611 4 Female 60 2 2
## 612 1 Female 62 2 2
## 613 1 Female 39 3 1
## 614 4 Male 37 2 1
## 615 3 Male 62 3 3
## 616 2 Male 57 2 2
## 617 1 Female 82 2 1
## 618 2 Female 75 3 2
## 619 4 Male 42 2 3
## 620 3 Male 41 2 1
## 621 4 Female 66 2 1
## 622 3 Male 64 4 2
## 623 2 Female 72 4 1
## 624 3 Female 31 3 3
## 625 3 Male 38 2 1
## 626 1 Male 76 3 1
## 627 4 Female 42 3 2
## 628 3 Male 92 2 3
## 629 4 Male 65 3 3
## 630 4 Female 46 2 3
## 631 2 Male 98 2 1
## 632 1 Male 32 3 3
## 633 2 Male 42 3 2
## 634 1 Female 39 3 1
## 635 3 Female 43 3 3
## 636 4 Male 47 2 1
## 637 4 Male 35 3 4
## 638 4 Male 39 3 3
## 639 2 Male 89 4 1
## 640 3 Male 85 3 1
## 641 4 Male 67 3 1
## 642 2 Female 47 3 2
## 643 3 Male 40 2 4
## 644 4 Male 85 1 1
## 645 1 Male 95 2 1
## 646 3 Male 67 2 3
## 647 3 Male 80 3 1
## 648 4 Male 62 1 1
## 649 3 Male 32 2 2
## 650 1 Male 73 3 1
## 651 4 Male 68 2 1
## 652 2 Male 52 4 2
## 653 2 Female 88 3 3
## 654 1 Female 91 3 3
## 655 3 Male 99 2 1
## 656 1 Male 60 3 2
## 657 2 Male 81 2 3
## 658 2 Female 87 3 4
## 659 4 Male 95 2 2
## 660 2 Male 95 2 2
## 661 1 Male 80 3 2
## 662 4 Male 62 2 1
## 663 3 Male 74 3 3
## 664 2 Male 45 3 1
## 665 2 Male 72 3 2
## 666 4 Male 70 4 2
## 667 2 Female 42 3 3
## 668 1 Male 38 1 1
## 669 4 Male 79 3 2
## 670 4 Male 85 3 4
## 671 1 Male 30 3 3
## 672 4 Male 93 3 2
## 673 3 Male 55 3 2
## 674 4 Female 96 3 1
## 675 2 Female 86 4 1
## 676 4 Female 33 2 5
## 677 3 Female 35 3 2
## 678 4 Female 73 3 2
## 679 4 Female 97 3 2
## 680 2 Male 41 2 1
## 681 3 Male 87 2 2
## 682 4 Male 61 3 1
## 683 1 Male 80 3 2
## 684 3 Male 83 4 3
## 685 3 Male 42 3 1
## 686 3 Male 33 3 3
## 687 3 Female 84 3 3
## 688 3 Female 47 2 1
## 689 2 Male 47 2 1
## 690 1 Male 100 3 1
## 691 3 Male 71 3 2
## 692 1 Male 88 3 3
## 693 1 Male 98 2 2
## 694 3 Male 40 3 1
## 695 3 Male 31 1 2
## 696 4 Female 65 2 1
## 697 3 Male 89 2 4
## 698 4 Male 62 3 2
## 699 2 Female 70 3 1
## 700 4 Male 52 3 5
## 701 4 Male 87 2 1
## 702 2 Female 70 3 2
## 703 3 Female 78 2 3
## 704 4 Female 69 3 1
## 705 2 Male 52 3 1
## 706 4 Male 56 3 2
## 707 4 Female 68 3 2
## 708 4 Female 96 4 1
## 709 4 Female 40 2 1
## 710 1 Male 98 3 4
## 711 2 Female 95 3 3
## 712 1 Male 56 2 4
## 713 4 Male 76 4 1
## 714 1 Male 48 2 3
## 715 1 Male 76 2 3
## 716 4 Male 58 1 1
## 717 3 Male 72 2 2
## 718 3 Female 59 3 2
## 719 4 Male 36 3 2
## 720 4 Female 93 3 3
## 721 3 Male 36 3 3
## 722 3 Male 85 3 2
## 723 4 Male 91 3 1
## 724 4 Female 51 2 3
## 725 4 Male 81 3 1
## 726 1 Female 62 3 2
## 727 3 Female 54 3 1
## 728 4 Male 43 3 1
## 729 3 Male 66 1 1
## 730 3 Male 100 3 1
## 731 1 Female 55 3 2
## 732 4 Female 41 3 2
## 733 1 Female 58 2 1
## 734 4 Male 60 4 2
## 735 1 Male 35 3 1
## 736 1 Female 89 4 2
## 737 2 Female 60 2 4
## 738 3 Female 48 2 2
## 739 3 Female 86 3 2
## 740 1 Male 54 2 2
## 741 1 Male 41 2 2
## 742 3 Male 44 2 3
## 743 1 Male 47 3 2
## 744 3 Female 51 3 1
## 745 1 Female 85 3 2
## 746 3 Male 57 2 1
## 747 1 Male 56 2 1
## 748 4 Male 97 2 2
## 749 2 Male 91 3 1
## 750 3 Male 90 3 1
## 751 4 Female 54 3 1
## 752 4 Female 54 3 1
## 753 2 Male 41 3 4
## 754 3 Female 64 3 3
## 755 1 Female 60 3 3
## 756 1 Male 49 1 1
## 757 4 Female 51 3 2
## 758 1 Male 96 3 2
## 759 4 Female 87 3 1
## 760 1 Female 94 1 5
## 761 4 Female 92 2 1
## 762 3 Female 33 3 4
## 763 3 Male 40 1 2
## 764 4 Female 95 3 2
## 765 3 Male 88 3 1
## 766 3 Female 50 1 2
## 767 2 Female 43 4 1
## 768 3 Male 58 1 3
## 769 4 Male 60 3 2
## 770 2 Female 65 2 2
## 771 2 Male 46 2 2
## 772 2 Female 92 3 3
## 773 3 Female 64 3 3
## 774 4 Male 79 2 1
## 775 4 Male 40 3 3
## 776 1 Male 79 4 1
## 777 3 Male 46 3 1
## 778 3 Female 76 3 1
## 779 4 Male 76 3 1
## 780 1 Male 36 3 1
## 781 2 Female 70 3 1
## 782 4 Female 80 2 2
## 783 4 Male 57 3 1
## 784 2 Female 82 3 2
## 785 3 Male 87 3 2
## 786 1 Female 93 3 4
## 787 1 Female 53 3 3
## 788 3 Male 85 2 2
## 789 3 Male 60 2 5
## 790 4 Female 40 3 1
## 791 3 Female 43 2 2
## 792 4 Female 95 3 1
## 793 4 Female 54 2 3
## 794 3 Female 59 3 3
## 795 4 Male 92 3 2
## 796 1 Male 70 3 1
## 797 3 Male 79 3 4
## 798 3 Female 79 3 1
## 799 1 Female 96 2 1
## 800 4 Male 79 4 2
## 801 3 Female 42 4 2
## 802 2 Male 77 3 2
## 803 3 Male 99 3 4
## 804 4 Male 86 3 3
## 805 2 Male 67 3 2
## 806 4 Male 90 3 3
## 807 1 Male 93 4 2
## 808 3 Male 80 3 1
## 809 2 Male 33 3 1
## 810 3 Male 51 3 1
## 811 3 Male 66 3 2
## 812 1 Male 81 3 1
## 813 4 Female 77 3 2
## 814 4 Female 98 3 5
## 815 2 Male 98 2 1
## 816 1 Male 60 3 1
## 817 3 Female 52 2 2
## 818 3 Male 49 3 3
## 819 2 Male 35 2 1
## 820 4 Female 84 3 2
## 821 2 Female 35 4 1
## 822 4 Male 45 3 2
## 823 4 Female 95 2 2
## 824 3 Male 72 3 1
## 825 3 Female 76 3 2
## 826 4 Male 40 3 5
## 827 1 Male 70 3 3
## 828 3 Female 86 3 2
## 829 3 Female 75 2 1
## 830 1 Male 99 3 5
## 831 4 Male 42 3 2
## 832 4 Male 50 3 1
## 833 4 Male 78 2 1
## 834 3 Male 54 3 1
## 835 4 Male 37 2 4
## 836 1 Male 69 3 3
## 837 3 Male 54 3 1
## 838 4 Male 74 4 2
## 839 3 Female 92 2 3
## 840 4 Male 91 2 5
## 841 3 Male 54 3 1
## 842 2 Male 51 2 3
## 843 3 Female 81 2 4
## 844 4 Male 86 3 3
## 845 4 Female 32 1 2
## 846 3 Male 79 3 2
## 847 2 Female 79 3 1
## 848 3 Male 48 4 3
## 849 3 Male 68 2 2
## 850 3 Male 61 4 1
## 851 2 Female 71 1 2
## 852 4 Male 83 2 1
## 853 4 Female 49 2 2
## 854 2 Male 68 4 2
## 855 4 Female 44 2 2
## 856 4 Male 76 3 1
## 857 4 Female 88 3 1
## 858 3 Female 48 2 3
## 859 3 Male 94 3 1
## 860 1 Female 73 3 3
## 861 2 Female 40 2 1
## 862 4 Female 56 2 3
## 863 1 Male 67 4 2
## 864 4 Female 49 3 4
## 865 2 Male 55 3 3
## 866 4 Male 54 3 3
## 867 3 Male 100 3 2
## 868 3 Female 78 3 2
## 869 1 Female 83 3 1
## 870 2 Female 37 3 2
## 871 1 Male 92 3 2
## 872 2 Female 53 3 1
## 873 1 Male 85 4 4
## 874 1 Male 66 4 1
## 875 4 Male 67 2 1
## 876 4 Male 56 3 2
## 877 3 Male 95 3 2
## 878 1 Female 45 2 1
## 879 1 Male 96 1 1
## 880 4 Female 82 2 4
## 881 1 Male 52 3 3
## 882 2 Male 88 3 1
## 883 2 Female 62 3 2
## 884 3 Male 84 3 2
## 885 1 Male 78 2 2
## 886 2 Female 34 3 2
## 887 4 Male 93 1 2
## 888 2 Female 32 3 2
## 889 4 Male 48 3 2
## 890 3 Male 100 3 1
## 891 3 Male 98 3 2
## 892 3 Male 33 3 3
## 893 3 Male 64 2 3
## 894 4 Female 71 4 2
## 895 3 Male 35 3 3
## 896 4 Male 82 3 3
## 897 1 Female 74 3 3
## 898 3 Male 37 3 4
## 899 3 Female 66 3 2
## 900 4 Female 96 3 1
## 901 1 Male 40 3 1
## 902 1 Female 79 3 2
## 903 3 Female 96 3 2
## 904 1 Male 83 3 1
## 905 4 Female 90 3 4
## 906 4 Female 30 3 2
## 907 3 Male 40 2 3
## 908 4 Male 61 3 2
## 909 3 Male 50 3 1
## 910 4 Male 71 3 1
## 911 3 Male 96 1 5
## 912 4 Male 88 3 1
## 913 3 Female 99 3 1
## 914 3 Female 45 2 3
## 915 4 Female 42 3 2
## 916 1 Male 97 3 2
## 917 3 Female 67 3 1
## 918 3 Male 46 3 2
## 919 4 Male 74 3 1
## 920 3 Female 81 4 1
## 921 4 Male 57 3 1
## 922 4 Male 36 4 1
## 923 1 Male 81 3 2
## 924 4 Male 79 4 2
## 925 2 Female 91 3 4
## 926 4 Female 46 4 1
## 927 3 Male 56 4 2
## 928 2 Female 99 1 3
## 929 4 Male 96 4 1
## 930 4 Male 79 3 1
## 931 4 Male 87 3 2
## 932 3 Female 39 3 3
## 933 2 Male 49 4 3
## 934 4 Male 57 2 1
## 935 1 Male 84 3 1
## 936 2 Male 89 3 1
## 937 4 Male 97 3 3
## 938 1 Male 53 1 3
## 939 1 Male 52 3 2
## 940 2 Female 78 3 1
## 941 4 Male 86 3 1
## 942 4 Male 38 4 3
## 943 1 Female 99 3 3
## 944 1 Female 47 3 2
## 945 4 Female 69 2 1
## 946 1 Male 87 3 2
## 947 2 Male 31 3 1
## 948 1 Female 90 3 1
## 949 2 Female 58 3 1
## 950 2 Female 77 4 2
## 951 3 Male 38 3 1
## 952 3 Male 74 3 2
## 953 4 Female 35 3 2
## 954 4 Female 53 3 1
## 955 3 Male 70 3 2
## 956 3 Female 56 1 3
## 957 4 Male 49 1 3
## 958 4 Female 69 3 1
## 959 4 Male 80 3 3
## 960 4 Male 31 3 5
## 961 3 Male 60 3 1
## 962 1 Male 62 3 2
## 963 1 Male 45 2 2
## 964 3 Female 44 4 2
## 965 4 Male 64 2 1
## 966 2 Female 43 2 5
## 967 4 Female 73 2 1
## 968 2 Male 61 2 3
## 969 4 Female 30 3 4
## 970 1 Male 45 3 1
## 971 4 Male 44 3 2
## 972 4 Female 41 3 2
## 973 4 Male 44 3 1
## 974 4 Female 83 2 1
## 975 4 Female 41 2 2
## 976 3 Male 86 2 1
## 977 1 Male 97 2 2
## 978 3 Male 93 3 1
## 979 4 Female 66 2 3
## 980 1 Male 85 2 5
## 981 2 Female 98 2 1
## 982 3 Female 94 2 3
## 983 3 Female 89 2 1
## 984 4 Female 30 2 1
## 985 2 Female 100 2 2
## 986 1 Female 47 4 1
## 987 3 Male 48 2 1
## 988 4 Male 97 3 2
## 989 4 Female 82 3 3
## 990 3 Male 42 2 1
## 991 4 Female 42 2 2
## 992 3 Male 62 4 1
## 993 3 Male 48 3 2
## 994 2 Male 62 3 2
## 995 3 Female 85 3 2
## 996 1 Female 41 3 2
## 997 3 Male 66 3 1
## 998 4 Female 54 3 4
## 999 4 Male 92 3 3
## 1000 1 Male 87 3 1
## 1001 2 Male 80 3 2
## 1002 2 Male 99 3 2
## 1003 4 Male 45 3 2
## 1004 1 Female 65 3 2
## 1005 3 Female 65 3 1
## 1006 4 Female 75 2 2
## 1007 3 Female 31 3 1
## 1008 4 Male 82 3 2
## 1009 4 Female 50 3 5
## 1010 2 Male 34 3 2
## 1011 1 Male 61 3 3
## 1012 3 Female 45 2 2
## 1013 3 Female 65 2 2
## 1014 4 Male 93 3 2
## 1015 3 Female 52 2 2
## 1016 4 Male 87 4 1
## 1017 4 Female 56 2 1
## 1018 3 Male 94 3 3
## 1019 2 Female 41 3 3
## 1020 2 Male 73 3 1
## 1021 4 Male 61 3 2
## 1022 4 Female 45 3 2
## 1023 4 Male 41 3 2
## 1024 3 Male 74 2 3
## 1025 4 Male 91 2 4
## 1026 4 Male 87 3 5
## 1027 1 Male 62 2 2
## 1028 2 Female 99 2 2
## 1029 1 Female 65 3 2
## 1030 2 Male 91 2 3
## 1031 3 Male 36 3 2
## 1032 2 Male 97 3 1
## 1033 3 Male 42 2 3
## 1034 2 Female 90 2 1
## 1035 3 Male 81 3 2
## 1036 4 Male 32 3 1
## 1037 3 Female 32 3 2
## 1038 3 Male 88 3 3
## 1039 3 Male 65 3 3
## 1040 2 Female 66 3 2
## 1041 3 Male 71 2 1
## 1042 3 Male 100 2 1
## 1043 1 Female 94 2 3
## 1044 2 Male 56 3 2
## 1045 3 Male 49 3 1
## 1046 1 Male 45 2 1
## 1047 3 Male 81 3 2
## 1048 4 Female 74 3 3
## 1049 4 Female 51 3 1
## 1050 1 Male 59 1 2
## 1051 3 Female 78 2 3
## 1052 2 Female 73 3 1
## 1053 3 Female 74 3 2
## 1054 3 Female 77 3 1
## 1055 4 Male 87 3 1
## 1056 1 Male 91 3 1
## 1057 3 Male 60 2 2
## 1058 4 Female 80 3 4
## 1059 3 Male 89 3 2
## 1060 1 Male 67 2 1
## 1061 2 Male 93 4 2
## 1062 3 Male 42 4 2
## 1063 3 Male 30 3 2
## 1064 3 Male 99 3 1
## 1065 4 Male 32 1 2
## 1066 2 Male 37 3 1
## 1067 3 Female 98 3 1
## 1068 1 Female 41 3 5
## 1069 4 Male 54 3 2
## 1070 4 Male 54 3 1
## 1071 3 Female 98 4 1
## 1072 2 Female 31 3 2
## 1073 3 Male 43 4 1
## 1074 3 Male 58 4 2
## 1075 4 Female 89 2 2
## 1076 3 Female 69 3 4
## 1077 3 Female 58 3 5
## 1078 2 Male 89 3 2
## 1079 3 Male 30 3 2
## 1080 1 Female 92 3 2
## 1081 3 Male 52 2 1
## 1082 3 Female 62 1 1
## 1083 4 Male 33 3 1
## 1084 2 Male 85 3 2
## 1085 4 Male 44 2 3
## 1086 4 Male 48 2 3
## 1087 1 Male 51 3 2
## 1088 4 Male 92 3 1
## 1089 3 Male 86 3 1
## 1090 4 Female 98 2 2
## 1091 4 Female 39 2 2
## 1092 4 Male 88 1 2
## 1093 2 Male 47 3 3
## 1094 2 Female 84 2 2
## 1095 2 Male 85 4 2
## 1096 2 Female 65 3 2
## 1097 3 Female 83 2 1
## 1098 3 Female 66 2 1
## 1099 3 Female 75 3 1
## 1100 4 Male 58 3 2
## 1101 4 Female 46 3 5
## 1102 4 Female 46 3 2
## 1103 4 Male 39 2 2
## 1104 1 Female 78 2 3
## 1105 2 Male 65 3 1
## 1106 4 Female 61 3 1
## 1107 1 Male 42 3 1
## 1108 1 Female 50 2 2
## 1109 4 Female 90 3 2
## 1110 2 Male 71 3 2
## 1111 3 Female 52 3 2
## 1112 2 Male 66 3 3
## 1113 2 Male 56 3 3
## 1114 2 Male 50 3 2
## 1115 1 Male 84 3 3
## 1116 4 Female 77 2 1
## 1117 3 Male 49 3 2
## 1118 3 Female 55 1 2
## 1119 3 Female 37 2 3
## 1120 3 Female 31 3 1
## 1121 4 Male 39 2 3
## 1122 1 Male 35 4 4
## 1123 4 Male 48 1 2
## 1124 1 Male 65 2 4
## 1125 3 Female 89 4 1
## 1126 3 Female 100 1 1
## 1127 1 Female 55 3 1
## 1128 4 Female 82 3 2
## 1129 4 Male 88 3 4
## 1130 2 Male 94 1 1
## 1131 2 Male 73 3 3
## 1132 3 Female 94 2 4
## 1133 3 Female 81 3 2
## 1134 4 Female 42 2 1
## 1135 1 Female 41 3 1
## 1136 1 Male 59 2 1
## 1137 3 Female 98 3 1
## 1138 3 Female 66 3 2
## 1139 1 Male 76 3 3
## 1140 3 Male 65 2 4
## 1141 2 Male 64 2 2
## 1142 3 Male 48 3 2
## 1143 3 Male 78 2 3
## 1144 1 Male 98 3 2
## 1145 1 Male 37 3 2
## 1146 4 Female 50 3 2
## 1147 2 Male 82 4 2
## 1148 1 Female 62 4 1
## 1149 1 Female 97 3 1
## 1150 3 Male 99 2 2
## 1151 4 Male 57 4 1
## 1152 4 Male 43 1 2
## 1153 4 Female 31 3 2
## 1154 3 Female 79 3 1
## 1155 3 Female 96 3 2
## 1156 4 Female 98 3 4
## 1157 2 Female 48 2 1
## 1158 4 Female 73 3 2
## 1159 4 Male 55 2 1
## 1160 2 Male 84 3 2
## 1161 3 Male 96 3 1
## 1162 3 Female 81 3 3
## 1163 4 Male 40 3 1
## 1164 2 Female 59 3 3
## 1165 3 Female 88 2 1
## 1166 3 Female 77 2 1
## 1167 1 Male 61 3 3
## 1168 2 Female 83 3 2
## 1169 1 Female 66 2 1
## 1170 2 Male 65 4 1
## JobRole JobSatisfaction MaritalStatus MonthlyRate
## 1 Sales Executive 4 Divorced 9250
## 2 Research Director 3 Single 17544
## 3 Manufacturing Director 4 Single 19944
## 4 Sales Executive 4 Married 24032
## 5 Research Scientist 4 Single 17218
## 6 Manufacturing Director 1 Divorced 4809
## 7 Research Scientist 3 Married 5561
## 8 Sales Executive 4 Divorced 24223
## 9 Sales Representative 3 Married 18410
## 10 Healthcare Representative 3 Married 15332
## 11 Manager 3 Married 22539
## 12 Human Resources 4 Divorced 10494
## 13 Manufacturing Director 3 Single 18869
## 14 Sales Representative 2 Married 17434
## 15 Human Resources 1 Single 22957
## 16 Sales Executive 3 Married 24406
## 17 Manufacturing Director 1 Married 13554
## 18 Manufacturing Director 3 Married 16044
## 19 Research Scientist 4 Married 5586
## 20 Healthcare Representative 1 Married 9364
## 21 Manufacturing Director 2 Divorced 13934
## 22 Sales Executive 2 Married 18597
## 23 Laboratory Technician 3 Divorced 19627
## 24 Sales Executive 1 Single 21602
## 25 Healthcare Representative 4 Single 12291
## 26 Manager 2 Married 8751
## 27 Sales Executive 2 Married 12355
## 28 Sales Executive 1 Single 18385
## 29 Sales Executive 1 Single 5843
## 30 Research Scientist 4 Married 26589
## 31 Sales Executive 4 Divorced 22812
## 32 Laboratory Technician 2 Married 13637
## 33 Manager 2 Married 14977
## 34 Laboratory Technician 3 Married 16340
## 35 Manufacturing Director 4 Single 10138
## 36 Laboratory Technician 2 Married 26062
## 37 Sales Executive 1 Married 21530
## 38 Sales Executive 1 Divorced 8658
## 39 Manager 2 Single 4022
## 40 Sales Representative 4 Married 21981
## 41 Manager 2 Divorced 22577
## 42 Sales Representative 3 Single 12388
## 43 Laboratory Technician 1 Divorced 24941
## 44 Manager 4 Single 26362
## 45 Research Scientist 3 Married 16901
## 46 Laboratory Technician 4 Single 16458
## 47 Sales Executive 2 Single 12147
## 48 Sales Executive 3 Divorced 5569
## 49 Sales Representative 2 Single 8059
## 50 Research Scientist 2 Divorced 5970
## 51 Research Scientist 1 Single 14561
## 52 Research Director 1 Married 22456
## 53 Research Scientist 4 Married 19982
## 54 Laboratory Technician 2 Married 23163
## 55 Manufacturing Director 4 Single 20682
## 56 Laboratory Technician 1 Divorced 20520
## 57 Research Scientist 3 Divorced 20366
## 58 Laboratory Technician 1 Single 16213
## 59 Research Director 4 Divorced 11677
## 60 Sales Representative 4 Single 8040
## 61 Sales Executive 4 Married 5518
## 62 Healthcare Representative 3 Married 5747
## 63 Sales Representative 3 Married 6393
## 64 Research Scientist 3 Single 8018
## 65 Laboratory Technician 2 Married 3372
## 66 Research Scientist 2 Divorced 15053
## 67 Research Scientist 4 Single 19368
## 68 Laboratory Technician 4 Single 13672
## 69 Research Scientist 1 Married 5868
## 70 Research Scientist 4 Single 15881
## 71 Research Scientist 4 Married 21412
## 72 Sales Executive 1 Single 23490
## 73 Manufacturing Director 3 Married 15497
## 74 Laboratory Technician 4 Married 9051
## 75 Sales Executive 2 Single 21534
## 76 Laboratory Technician 4 Single 10781
## 77 Sales Executive 3 Married 12288
## 78 Manager 1 Single 3156
## 79 Sales Executive 4 Single 16840
## 80 Laboratory Technician 4 Divorced 17536
## 81 Healthcare Representative 2 Married 14382
## 82 Manufacturing Director 3 Married 5151
## 83 Manufacturing Director 3 Married 14284
## 84 Research Scientist 1 Divorced 17001
## 85 Manufacturing Director 2 Single 2323
## 86 Manufacturing Director 4 Single 21829
## 87 Sales Executive 1 Single 11825
## 88 Laboratory Technician 2 Divorced 10074
## 89 Sales Executive 3 Single 2975
## 90 Manager 1 Single 22822
## 91 Laboratory Technician 4 Married 12106
## 92 Sales Executive 1 Married 11162
## 93 Laboratory Technician 3 Single 2396
## 94 Healthcare Representative 3 Single 4223
## 95 Manager 2 Single 17053
## 96 Sales Executive 3 Married 24532
## 97 Manager 2 Married 11380
## 98 Healthcare Representative 4 Divorced 15850
## 99 Laboratory Technician 2 Married 4668
## 100 Laboratory Technician 2 Married 3708
## 101 Laboratory Technician 1 Married 7679
## 102 Sales Executive 4 Divorced 8386
## 103 Sales Executive 3 Married 12740
## 104 Research Scientist 1 Married 8544
## 105 Research Director 2 Single 19764
## 106 Laboratory Technician 4 Married 13421
## 107 Manufacturing Director 3 Married 26283
## 108 Manager 2 Married 25811
## 109 Healthcare Representative 2 Married 10842
## 110 Research Scientist 1 Single 11288
## 111 Research Scientist 3 Divorced 22088
## 112 Manager 4 Married 13829
## 113 Healthcare Representative 2 Single 15322
## 114 Healthcare Representative 1 Divorced 4761
## 115 Sales Executive 1 Married 21026
## 116 Sales Executive 2 Single 4814
## 117 Sales Executive 4 Single 20623
## 118 Laboratory Technician 2 Married 23679
## 119 Research Scientist 3 Divorced 4609
## 120 Healthcare Representative 4 Single 6163
## 121 Research Director 1 Married 20335
## 122 Sales Representative 1 Single 25479
## 123 Sales Executive 1 Divorced 19239
## 124 Sales Executive 4 Single 7791
## 125 Sales Executive 4 Single 20260
## 126 Sales Executive 4 Married 13586
## 127 Research Scientist 1 Single 4681
## 128 Manufacturing Director 4 Married 23888
## 129 Research Scientist 3 Single 20003
## 130 Sales Executive 1 Divorced 7739
## 131 Sales Executive 2 Divorced 3356
## 132 Sales Executive 4 Single 8191
## 133 Healthcare Representative 4 Married 4386
## 134 Manufacturing Director 2 Married 7693
## 135 Laboratory Technician 3 Divorced 6227
## 136 Healthcare Representative 2 Married 9931
## 137 Laboratory Technician 1 Married 6689
## 138 Manufacturing Director 3 Married 13943
## 139 Laboratory Technician 1 Married 4303
## 140 Sales Executive 4 Single 14506
## 141 Manufacturing Director 2 Married 18235
## 142 Research Scientist 3 Divorced 26076
## 143 Manufacturing Director 3 Divorced 24208
## 144 Sales Executive 4 Married 22825
## 145 Healthcare Representative 3 Divorced 13888
## 146 Sales Executive 3 Married 16928
## 147 Research Scientist 2 Married 4673
## 148 Sales Executive 1 Married 10589
## 149 Laboratory Technician 2 Single 6409
## 150 Manufacturing Director 1 Divorced 20460
## 151 Sales Executive 1 Divorced 11512
## 152 Sales Executive 4 Single 21703
## 153 Sales Executive 3 Married 16985
## 154 Healthcare Representative 2 Single 15530
## 155 Laboratory Technician 2 Divorced 6896
## 156 Sales Executive 3 Married 6069
## 157 Sales Executive 2 Married 4258
## 158 Healthcare Representative 4 Divorced 13547
## 159 Manufacturing Director 1 Married 11535
## 160 Research Director 1 Married 23281
## 161 Laboratory Technician 4 Married 15998
## 162 Healthcare Representative 1 Single 12355
## 163 Sales Executive 3 Divorced 20431
## 164 Research Scientist 1 Single 23016
## 165 Sales Executive 2 Married 5100
## 166 Sales Representative 3 Single 22052
## 167 Research Director 2 Married 3498
## 168 Research Director 3 Divorced 22578
## 169 Research Scientist 1 Divorced 22087
## 170 Research Scientist 4 Divorced 26968
## 171 Sales Executive 4 Divorced 25275
## 172 Research Scientist 2 Married 2125
## 173 Healthcare Representative 3 Married 8984
## 174 Sales Executive 3 Divorced 21708
## 175 Manager 3 Divorced 13938
## 176 Research Scientist 2 Single 25326
## 177 Manager 1 Married 21199
## 178 Research Scientist 1 Married 15346
## 179 Sales Executive 4 Single 15589
## 180 Sales Executive 4 Single 12930
## 181 Manufacturing Director 2 Divorced 19588
## 182 Sales Executive 1 Divorced 19461
## 183 Research Scientist 3 Single 16090
## 184 Manufacturing Director 2 Single 9150
## 185 Laboratory Technician 3 Married 17872
## 186 Research Scientist 4 Married 2613
## 187 Manufacturing Director 3 Divorced 4973
## 188 Manager 2 Divorced 21086
## 189 Research Director 2 Divorced 15815
## 190 Sales Executive 3 Married 8863
## 191 Research Scientist 4 Married 11934
## 192 Sales Executive 1 Married 8277
## 193 Manufacturing Director 3 Divorced 26314
## 194 Sales Executive 4 Married 19658
## 195 Research Scientist 4 Single 4050
## 196 Research Scientist 4 Married 23231
## 197 Laboratory Technician 4 Married 18725
## 198 Sales Executive 2 Married 11879
## 199 Healthcare Representative 4 Married 2094
## 200 Laboratory Technician 2 Married 9100
## 201 Sales Executive 2 Single 17071
## 202 Research Scientist 2 Married 7346
## 203 Manufacturing Director 3 Married 19124
## 204 Research Scientist 2 Single 3872
## 205 Sales Representative 2 Married 20990
## 206 Research Scientist 1 Married 7508
## 207 Sales Executive 3 Single 9489
## 208 Healthcare Representative 1 Married 11354
## 209 Research Scientist 1 Divorced 10415
## 210 Sales Executive 3 Divorced 21196
## 211 Manufacturing Director 2 Married 5640
## 212 Manager 3 Married 7770
## 213 Research Scientist 4 Single 15232
## 214 Manufacturing Director 4 Married 4051
## 215 Research Scientist 4 Single 15174
## 216 Research Scientist 3 Divorced 8045
## 217 Healthcare Representative 3 Married 22174
## 218 Manager 4 Divorced 2437
## 219 Research Scientist 3 Single 23910
## 220 Research Scientist 4 Single 9973
## 221 Sales Executive 4 Single 18686
## 222 Sales Executive 1 Married 5630
## 223 Sales Executive 4 Divorced 16130
## 224 Research Scientist 3 Divorced 12530
## 225 Research Scientist 4 Divorced 14293
## 226 Laboratory Technician 2 Married 4077
## 227 Laboratory Technician 4 Divorced 10910
## 228 Research Scientist 2 Divorced 12392
## 229 Sales Executive 3 Married 17519
## 230 Healthcare Representative 3 Married 11652
## 231 Manufacturing Director 4 Divorced 5388
## 232 Sales Representative 4 Married 9687
## 233 Sales Executive 3 Married 24164
## 234 Sales Executive 1 Married 17011
## 235 Manager 4 Married 19494
## 236 Sales Executive 3 Married 14922
## 237 Manager 3 Married 17312
## 238 Research Scientist 4 Married 18089
## 239 Human Resources 2 Married 19655
## 240 Research Director 1 Divorced 21981
## 241 Manufacturing Director 1 Married 6950
## 242 Manager 2 Single 13035
## 243 Research Scientist 2 Married 4956
## 244 Sales Representative 1 Married 15182
## 245 Manufacturing Director 4 Married 17689
## 246 Laboratory Technician 4 Divorced 6054
## 247 Manufacturing Director 4 Single 25713
## 248 Sales Representative 2 Married 18024
## 249 Research Scientist 4 Divorced 13953
## 250 Manager 1 Married 5626
## 251 Laboratory Technician 3 Divorced 20439
## 252 Sales Executive 4 Divorced 25952
## 253 Research Scientist 3 Single 6153
## 254 Human Resources 1 Married 21495
## 255 Research Director 2 Divorced 25178
## 256 Research Scientist 3 Single 24978
## 257 Sales Representative 2 Divorced 3909
## 258 Sales Executive 1 Divorced 12761
## 259 Sales Executive 4 Married 24444
## 260 Laboratory Technician 3 Divorced 7298
## 261 Sales Representative 4 Single 11882
## 262 Research Scientist 1 Single 7568
## 263 Laboratory Technician 4 Married 22149
## 264 Sales Representative 4 Married 18203
## 265 Laboratory Technician 3 Married 13257
## 266 Laboratory Technician 2 Married 16479
## 267 Research Director 1 Divorced 11929
## 268 Laboratory Technician 2 Single 24852
## 269 Healthcare Representative 3 Divorced 18079
## 270 Manufacturing Director 1 Married 9096
## 271 Sales Executive 3 Married 19665
## 272 Research Scientist 2 Divorced 19332
## 273 Sales Representative 3 Married 7018
## 274 Sales Executive 1 Married 13494
## 275 Research Director 2 Single 13339
## 276 Manager 1 Divorced 18575
## 277 Research Scientist 2 Married 24440
## 278 Laboratory Technician 4 Single 10675
## 279 Sales Executive 3 Single 26959
## 280 Healthcare Representative 3 Married 16143
## 281 Sales Executive 4 Married 6069
## 282 Laboratory Technician 1 Single 3119
## 283 Healthcare Representative 4 Divorced 9060
## 284 Sales Executive 4 Divorced 7143
## 285 Human Resources 3 Married 6004
## 286 Laboratory Technician 3 Married 22949
## 287 Research Scientist 2 Single 26092
## 288 Laboratory Technician 4 Divorced 8758
## 289 Sales Executive 4 Married 22952
## 290 Sales Representative 4 Married 20317
## 291 Laboratory Technician 4 Divorced 11005
## 292 Laboratory Technician 2 Married 6927
## 293 Research Scientist 2 Single 11781
## 294 Research Director 2 Married 17231
## 295 Manager 4 Single 17381
## 296 Laboratory Technician 3 Married 20232
## 297 Manufacturing Director 3 Married 14074
## 298 Laboratory Technician 3 Single 22887
## 299 Research Scientist 1 Single 10322
## 300 Research Scientist 4 Married 24737
## 301 Sales Executive 2 Married 8891
## 302 Sales Executive 1 Married 11031
## 303 Research Scientist 2 Divorced 23737
## 304 Research Scientist 3 Single 18698
## 305 Research Scientist 3 Single 26227
## 306 Laboratory Technician 4 Married 10778
## 307 Laboratory Technician 4 Married 20165
## 308 Research Scientist 4 Married 22478
## 309 Healthcare Representative 2 Married 12992
## 310 Sales Executive 2 Married 15678
## 311 Research Scientist 4 Married 13008
## 312 Manufacturing Director 3 Single 20364
## 313 Research Scientist 3 Single 4156
## 314 Manufacturing Director 3 Married 13983
## 315 Sales Executive 1 Single 11924
## 316 Sales Executive 4 Single 8571
## 317 Sales Representative 3 Married 11314
## 318 Healthcare Representative 3 Single 14120
## 319 Sales Executive 4 Married 3567
## 320 Research Scientist 4 Single 21221
## 321 Laboratory Technician 2 Married 3974
## 322 Research Scientist 4 Married 7660
## 323 Research Scientist 4 Divorced 2373
## 324 Research Scientist 1 Divorced 21029
## 325 Manufacturing Director 4 Married 7060
## 326 Research Scientist 3 Single 17808
## 327 Research Director 4 Divorced 3549
## 328 Research Scientist 1 Divorced 11189
## 329 Research Scientist 2 Divorced 18115
## 330 Manager 1 Married 16616
## 331 Manager 3 Single 22384
## 332 Sales Executive 4 Married 25812
## 333 Research Scientist 2 Divorced 11092
## 334 Manufacturing Director 1 Married 6009
## 335 Manager 4 Married 21922
## 336 Research Scientist 3 Single 3129
## 337 Sales Executive 4 Divorced 18500
## 338 Healthcare Representative 4 Single 22266
## 339 Sales Executive 3 Single 17251
## 340 Laboratory Technician 1 Divorced 19715
## 341 Research Scientist 1 Married 13072
## 342 Laboratory Technician 4 Married 14222
## 343 Healthcare Representative 4 Divorced 21214
## 344 Research Scientist 3 Divorced 22653
## 345 Sales Executive 1 Divorced 13192
## 346 Sales Executive 1 Single 25098
## 347 Manufacturing Director 3 Single 15834
## 348 Manufacturing Director 2 Divorced 26767
## 349 Research Scientist 3 Single 4279
## 350 Healthcare Representative 4 Married 20420
## 351 Research Director 1 Married 14842
## 352 Sales Executive 4 Married 12241
## 353 Research Scientist 4 Married 21203
## 354 Healthcare Representative 4 Divorced 8841
## 355 Sales Executive 3 Divorced 26458
## 356 Sales Executive 1 Single 15891
## 357 Research Scientist 2 Married 23300
## 358 Research Scientist 2 Married 18300
## 359 Manufacturing Director 4 Married 10877
## 360 Laboratory Technician 4 Married 20251
## 361 Manager 3 Married 5678
## 362 Sales Representative 1 Single 10642
## 363 Manager 4 Married 25846
## 364 Research Director 3 Divorced 5949
## 365 Manager 3 Married 6992
## 366 Sales Executive 1 Married 18256
## 367 Laboratory Technician 2 Divorced 22534
## 368 Sales Executive 1 Married 19345
## 369 Research Scientist 3 Married 12826
## 370 Research Scientist 4 Single 10557
## 371 Manufacturing Director 1 Married 11275
## 372 Sales Executive 1 Married 2890
## 373 Laboratory Technician 1 Divorced 20308
## 374 Research Scientist 2 Married 9953
## 375 Sales Representative 1 Single 21082
## 376 Research Director 4 Single 24450
## 377 Laboratory Technician 1 Single 8269
## 378 Sales Executive 4 Divorced 2900
## 379 Research Scientist 4 Married 26933
## 380 Research Scientist 3 Married 11539
## 381 Research Director 3 Married 16375
## 382 Human Resources 3 Married 8916
## 383 Sales Executive 1 Divorced 24795
## 384 Sales Representative 1 Divorced 9518
## 385 Research Scientist 3 Married 10332
## 386 Research Director 1 Married 16292
## 387 Sales Executive 3 Single 9096
## 388 Manufacturing Director 4 Divorced 22645
## 389 Sales Representative 4 Single 7439
## 390 Sales Representative 2 Single 9150
## 391 Sales Executive 1 Married 13305
## 392 Sales Executive 4 Married 21436
## 393 Research Scientist 1 Divorced 3995
## 394 Sales Executive 1 Married 2845
## 395 Research Scientist 4 Single 9068
## 396 Research Scientist 4 Divorced 7747
## 397 Research Director 3 Married 2288
## 398 Human Resources 3 Married 3072
## 399 Healthcare Representative 3 Divorced 26236
## 400 Manufacturing Director 3 Single 19719
## 401 Manufacturing Director 4 Single 24793
## 402 Manufacturing Director 3 Divorced 16439
## 403 Laboratory Technician 3 Single 5411
## 404 Healthcare Representative 1 Married 22792
## 405 Research Scientist 1 Single 17852
## 406 Research Director 4 Divorced 2671
## 407 Sales Executive 4 Married 13402
## 408 Laboratory Technician 3 Divorced 6865
## 409 Manager 4 Married 22021
## 410 Research Director 1 Married 5200
## 411 Human Resources 1 Married 8635
## 412 Sales Executive 3 Single 15869
## 413 Research Scientist 2 Married 10227
## 414 Sales Executive 4 Single 26075
## 415 Sales Representative 3 Divorced 12253
## 416 Manufacturing Director 4 Divorced 24442
## 417 Laboratory Technician 4 Single 7181
## 418 Laboratory Technician 4 Married 7122
## 419 Manufacturing Director 4 Married 9961
## 420 Research Director 3 Married 21526
## 421 Manufacturing Director 2 Married 17736
## 422 Research Scientist 3 Married 23866
## 423 Sales Executive 3 Married 20739
## 424 Laboratory Technician 4 Single 19305
## 425 Sales Executive 1 Married 24232
## 426 Sales Executive 4 Divorced 5268
## 427 Research Scientist 3 Divorced 7152
## 428 Research Scientist 3 Single 10531
## 429 Laboratory Technician 3 Single 9571
## 430 Manufacturing Director 1 Married 23687
## 431 Sales Executive 3 Single 5242
## 432 Research Scientist 3 Divorced 8532
## 433 Laboratory Technician 1 Single 22710
## 434 Research Scientist 1 Divorced 10007
## 435 Sales Executive 2 Divorced 20652
## 436 Sales Executive 2 Married 3415
## 437 Research Scientist 3 Single 16374
## 438 Laboratory Technician 1 Single 20006
## 439 Sales Representative 3 Married 3810
## 440 Healthcare Representative 4 Single 19383
## 441 Research Scientist 3 Single 2338
## 442 Laboratory Technician 3 Married 25412
## 443 Laboratory Technician 3 Single 14935
## 444 Human Resources 4 Divorced 4167
## 445 Research Director 4 Divorced 14218
## 446 Research Scientist 4 Married 10205
## 447 Research Scientist 4 Married 9867
## 448 Healthcare Representative 1 Married 5696
## 449 Laboratory Technician 4 Single 5456
## 450 Sales Executive 1 Married 24162
## 451 Healthcare Representative 4 Married 21653
## 452 Research Scientist 2 Single 21158
## 453 Sales Executive 4 Single 13492
## 454 Sales Executive 3 Single 10410
## 455 Manager 1 Married 17997
## 456 Manager 2 Single 4349
## 457 Sales Executive 4 Married 22589
## 458 Sales Executive 4 Single 8423
## 459 Research Scientist 1 Married 10494
## 460 Laboratory Technician 4 Single 22604
## 461 Laboratory Technician 3 Married 9260
## 462 Laboratory Technician 2 Single 10950
## 463 Sales Executive 4 Single 6645
## 464 Manufacturing Director 4 Single 6670
## 465 Research Scientist 3 Married 15587
## 466 Research Scientist 4 Single 4306
## 467 Sales Representative 4 Single 17001
## 468 Laboratory Technician 4 Married 22002
## 469 Sales Executive 1 Single 21813
## 470 Manufacturing Director 1 Divorced 26250
## 471 Research Scientist 2 Married 6073
## 472 Research Scientist 4 Single 14753
## 473 Research Director 1 Married 15067
## 474 Research Scientist 4 Single 9752
## 475 Laboratory Technician 3 Divorced 22482
## 476 Sales Executive 4 Single 20445
## 477 Sales Executive 3 Divorced 24558
## 478 Sales Executive 3 Divorced 4267
## 479 Laboratory Technician 1 Married 17363
## 480 Research Director 4 Married 15471
## 481 Healthcare Representative 1 Married 6225
## 482 Research Scientist 4 Married 14871
## 483 Research Scientist 4 Married 26496
## 484 Research Scientist 1 Divorced 13939
## 485 Healthcare Representative 4 Married 3465
## 486 Sales Executive 4 Single 19479
## 487 Sales Representative 4 Single 16019
## 488 Research Scientist 3 Divorced 15170
## 489 Laboratory Technician 3 Single 19294
## 490 Healthcare Representative 3 Single 7360
## 491 Research Director 1 Single 25594
## 492 Research Director 1 Married 22422
## 493 Sales Executive 3 Single 23413
## 494 Healthcare Representative 2 Single 21195
## 495 Sales Executive 3 Married 6060
## 496 Manager 3 Married 5594
## 497 Research Scientist 4 Married 9655
## 498 Research Scientist 4 Married 11411
## 499 Healthcare Representative 3 Married 16577
## 500 Sales Executive 3 Married 3987
## 501 Manufacturing Director 1 Married 12023
## 502 Laboratory Technician 3 Single 12947
## 503 Sales Representative 3 Married 11740
## 504 Manufacturing Director 1 Divorced 10195
## 505 Research Director 3 Married 26703
## 506 Research Scientist 2 Married 15624
## 507 Sales Representative 3 Single 9150
## 508 Sales Executive 2 Married 15395
## 509 Sales Representative 4 Divorced 2539
## 510 Research Director 3 Married 16280
## 511 Sales Executive 4 Married 5982
## 512 Healthcare Representative 3 Married 3449
## 513 Research Scientist 3 Married 17360
## 514 Research Director 4 Single 15146
## 515 Sales Representative 4 Single 2851
## 516 Manufacturing Director 2 Divorced 16321
## 517 Sales Representative 2 Married 18798
## 518 Laboratory Technician 2 Divorced 8952
## 519 Laboratory Technician 4 Married 23631
## 520 Laboratory Technician 4 Single 10261
## 521 Research Scientist 4 Single 8306
## 522 Laboratory Technician 2 Married 7324
## 523 Research Scientist 1 Divorced 18787
## 524 Research Director 3 Divorced 2125
## 525 Research Scientist 4 Married 8456
## 526 Sales Executive 2 Married 23537
## 527 Sales Executive 1 Divorced 6319
## 528 Healthcare Representative 1 Married 17089
## 529 Research Scientist 3 Single 26278
## 530 Research Scientist 2 Married 4510
## 531 Healthcare Representative 3 Married 24608
## 532 Sales Executive 3 Single 21447
## 533 Research Scientist 3 Married 23779
## 534 Healthcare Representative 4 Divorced 16542
## 535 Laboratory Technician 1 Married 4759
## 536 Research Scientist 4 Divorced 5228
## 537 Sales Executive 2 Single 20619
## 538 Human Resources 3 Divorced 24017
## 539 Sales Representative 2 Single 21972
## 540 Sales Executive 1 Single 2253
## 541 Laboratory Technician 3 Divorced 11309
## 542 Research Scientist 1 Married 6076
## 543 Research Scientist 3 Divorced 25326
## 544 Manufacturing Director 3 Married 7259
## 545 Research Scientist 1 Single 7530
## 546 Research Scientist 4 Married 20338
## 547 Laboratory Technician 2 Married 22477
## 548 Laboratory Technician 3 Single 11983
## 549 Research Director 2 Married 26707
## 550 Human Resources 2 Single 8318
## 551 Manager 3 Married 19562
## 552 Human Resources 4 Divorced 23965
## 553 Human Resources 4 Single 4223
## 554 Research Scientist 3 Married 5543
## 555 Healthcare Representative 4 Married 14242
## 556 Sales Executive 3 Married 3010
## 557 Laboratory Technician 3 Single 23428
## 558 Research Scientist 4 Married 22794
## 559 Manufacturing Director 2 Married 11806
## 560 Sales Executive 3 Married 20156
## 561 Laboratory Technician 2 Single 15062
## 562 Research Director 3 Married 21624
## 563 Laboratory Technician 2 Married 12086
## 564 Research Director 3 Married 26862
## 565 Laboratory Technician 3 Married 24375
## 566 Research Scientist 4 Single 13422
## 567 Laboratory Technician 1 Single 19737
## 568 Sales Executive 1 Married 5323
## 569 Sales Executive 3 Single 7824
## 570 Manufacturing Director 3 Married 4161
## 571 Sales Executive 2 Married 26841
## 572 Research Scientist 4 Single 8870
## 573 Sales Executive 4 Married 19255
## 574 Sales Executive 3 Married 22128
## 575 Sales Executive 2 Married 7428
## 576 Manufacturing Director 3 Divorced 2689
## 577 Sales Representative 1 Single 11473
## 578 Laboratory Technician 3 Single 7973
## 579 Manufacturing Director 3 Single 3140
## 580 Healthcare Representative 4 Divorced 4204
## 581 Laboratory Technician 4 Married 9075
## 582 Research Director 4 Single 15901
## 583 Healthcare Representative 4 Married 24539
## 584 Sales Executive 2 Married 3698
## 585 Healthcare Representative 4 Married 19121
## 586 Laboratory Technician 4 Married 16523
## 587 Research Scientist 4 Divorced 15717
## 588 Sales Representative 1 Single 6986
## 589 Laboratory Technician 3 Single 19106
## 590 Laboratory Technician 1 Married 16002
## 591 Research Scientist 3 Married 10293
## 592 Sales Executive 2 Single 7815
## 593 Sales Representative 3 Married 15747
## 594 Laboratory Technician 1 Married 22102
## 595 Manufacturing Director 3 Married 25800
## 596 Sales Executive 1 Divorced 21816
## 597 Manufacturing Director 2 Married 9129
## 598 Laboratory Technician 3 Married 13436
## 599 Manufacturing Director 2 Married 5174
## 600 Research Scientist 4 Married 3020
## 601 Sales Representative 2 Married 7103
## 602 Research Scientist 1 Married 25174
## 603 Research Director 1 Married 17802
## 604 Laboratory Technician 4 Married 26342
## 605 Sales Representative 2 Single 14630
## 606 Research Director 3 Married 13514
## 607 Sales Executive 3 Single 24668
## 608 Sales Executive 1 Divorced 19191
## 609 Laboratory Technician 1 Single 23577
## 610 Sales Representative 4 Single 21437
## 611 Laboratory Technician 4 Married 10846
## 612 Healthcare Representative 3 Single 2112
## 613 Laboratory Technician 1 Married 21509
## 614 Sales Representative 2 Single 9947
## 615 Sales Executive 3 Divorced 9977
## 616 Laboratory Technician 4 Married 11912
## 617 Laboratory Technician 2 Married 8192
## 618 Sales Executive 1 Divorced 4009
## 619 Healthcare Representative 1 Married 21457
## 620 Laboratory Technician 3 Married 16900
## 621 Laboratory Technician 4 Single 19783
## 622 Manufacturing Director 3 Divorced 6759
## 623 Research Scientist 4 Single 13551
## 624 Human Resources 4 Single 16642
## 625 Laboratory Technician 1 Single 5355
## 626 Research Scientist 3 Divorced 3208
## 627 Sales Executive 3 Married 15211
## 628 Research Director 4 Divorced 15682
## 629 Manufacturing Director 2 Married 15813
## 630 Healthcare Representative 2 Single 17654
## 631 Research Scientist 4 Married 7975
## 632 Sales Executive 4 Single 6770
## 633 Sales Executive 4 Single 4981
## 634 Laboratory Technician 4 Divorced 2561
## 635 Healthcare Representative 1 Married 9262
## 636 Laboratory Technician 4 Married 26537
## 637 Manager 1 Married 14399
## 638 Sales Executive 3 Divorced 22914
## 639 Research Scientist 4 Married 21630
## 640 Sales Representative 1 Divorced 16346
## 641 Laboratory Technician 3 Divorced 13335
## 642 Healthcare Representative 1 Divorced 10748
## 643 Manager 1 Single 17323
## 644 Research Scientist 1 Married 14460
## 645 Research Scientist 1 Divorced 20293
## 646 Sales Executive 4 Married 8552
## 647 Laboratory Technician 3 Single 13556
## 648 Laboratory Technician 3 Married 6217
## 649 Sales Executive 1 Single 23016
## 650 Laboratory Technician 1 Single 3339
## 651 Laboratory Technician 1 Single 21731
## 652 Sales Executive 4 Divorced 10893
## 653 Research Director 3 Single 13782
## 654 Manager 3 Married 23978
## 655 Laboratory Technician 3 Single 9129
## 656 Healthcare Representative 1 Married 22722
## 657 Research Director 2 Married 15736
## 658 Manager 4 Divorced 24456
## 659 Manufacturing Director 2 Single 10110
## 660 Manufacturing Director 2 Single 22656
## 661 Laboratory Technician 4 Married 21146
## 662 Research Scientist 3 Divorced 8416
## 663 Sales Executive 4 Divorced 5596
## 664 Laboratory Technician 4 Divorced 9541
## 665 Sales Executive 3 Single 10034
## 666 Healthcare Representative 3 Single 23060
## 667 Sales Executive 4 Married 6599
## 668 Laboratory Technician 4 Divorced 6705
## 669 Laboratory Technician 3 Married 22845
## 670 Research Director 4 Married 23474
## 671 Research Director 3 Single 25258
## 672 Sales Executive 4 Divorced 3921
## 673 Sales Executive 1 Single 11827
## 674 Research Scientist 2 Divorced 16612
## 675 Research Scientist 3 Married 22490
## 676 Manager 2 Married 9946
## 677 Manufacturing Director 2 Married 23361
## 678 Laboratory Technician 3 Married 26849
## 679 Manufacturing Director 2 Divorced 9192
## 680 Sales Representative 3 Married 11737
## 681 Sales Executive 1 Married 18154
## 682 Laboratory Technician 4 Married 15238
## 683 Healthcare Representative 3 Married 7419
## 684 Healthcare Representative 4 Divorced 23402
## 685 Research Scientist 4 Married 6672
## 686 Manufacturing Director 2 Divorced 14394
## 687 Healthcare Representative 4 Single 22930
## 688 Research Scientist 2 Married 13248
## 689 Laboratory Technician 4 Single 9241
## 690 Human Resources 2 Divorced 7129
## 691 Human Resources 3 Married 14814
## 692 Manager 2 Married 10268
## 693 Healthcare Representative 4 Single 17078
## 694 Research Scientist 4 Single 3427
## 695 Sales Executive 4 Divorced 7677
## 696 Sales Representative 4 Single 13137
## 697 Manager 4 Married 5602
## 698 Laboratory Technician 2 Single 9945
## 699 Sales Representative 4 Single 18420
## 700 Research Director 2 Married 10849
## 701 Human Resources 2 Married 15434
## 702 Sales Executive 3 Married 5829
## 703 Sales Executive 4 Married 13755
## 704 Human Resources 2 Married 6889
## 705 Human Resources 3 Married 25657
## 706 Sales Executive 4 Single 13430
## 707 Research Scientist 4 Married 15696
## 708 Human Resources 2 Single 24609
## 709 Laboratory Technician 3 Married 16376
## 710 Manager 1 Divorced 4544
## 711 Manager 1 Married 25927
## 712 Manager 4 Divorced 22102
## 713 Laboratory Technician 2 Single 16620
## 714 Sales Executive 4 Married 7246
## 715 Sales Executive 1 Single 14229
## 716 Human Resources 3 Married 11585
## 717 Sales Executive 3 Married 2706
## 718 Research Scientist 3 Single 7909
## 719 Sales Executive 4 Single 10414
## 720 Manufacturing Director 2 Divorced 8039
## 721 Manufacturing Director 3 Married 9606
## 722 Manufacturing Director 3 Married 26493
## 723 Research Scientist 1 Divorced 20284
## 724 Manufacturing Director 4 Single 15669
## 725 Laboratory Technician 3 Single 13624
## 726 Manufacturing Director 3 Married 7505
## 727 Sales Representative 4 Married 21222
## 728 Research Scientist 3 Divorced 5972
## 729 Laboratory Technician 4 Single 23213
## 730 Laboratory Technician 4 Married 19299
## 731 Manufacturing Director 2 Divorced 23814
## 732 Sales Executive 3 Married 17778
## 733 Human Resources 2 Married 19555
## 734 Sales Executive 3 Married 23914
## 735 Research Scientist 4 Single 22061
## 736 Sales Executive 3 Single 26997
## 737 Sales Executive 4 Married 8828
## 738 Sales Executive 4 Single 16490
## 739 Sales Executive 3 Married 6179
## 740 Laboratory Technician 4 Single 14004
## 741 Sales Executive 3 Married 24835
## 742 Manager 4 Divorced 25291
## 743 Research Scientist 4 Married 3031
## 744 Laboratory Technician 2 Single 12862
## 745 Sales Executive 3 Divorced 13684
## 746 Laboratory Technician 1 Divorced 10036
## 747 Human Resources 1 Divorced 3157
## 748 Healthcare Representative 1 Single 25755
## 749 Laboratory Technician 1 Divorced 3622
## 750 Research Scientist 4 Single 10515
## 751 Sales Representative 4 Single 17205
## 752 Sales Representative 2 Single 8319
## 753 Healthcare Representative 3 Married 20689
## 754 Sales Executive 2 Married 14011
## 755 Research Director 3 Married 24001
## 756 Laboratory Technician 3 Single 2104
## 757 Healthcare Representative 4 Married 19170
## 758 Healthcare Representative 3 Married 21534
## 759 Laboratory Technician 3 Married 26176
## 760 Manager 2 Single 2493
## 761 Research Scientist 1 Single 11479
## 762 Manager 4 Married 12982
## 763 Sales Executive 2 Single 22074
## 764 Sales Executive 3 Married 24920
## 765 Human Resources 4 Married 2243
## 766 Laboratory Technician 1 Single 23447
## 767 Research Scientist 3 Married 18863
## 768 Sales Executive 1 Divorced 11373
## 769 Manufacturing Director 4 Divorced 17433
## 770 Sales Executive 3 Married 17970
## 771 Sales Executive 4 Single 4317
## 772 Sales Executive 1 Divorced 2137
## 773 Healthcare Representative 3 Single 6420
## 774 Research Scientist 3 Married 21777
## 775 Healthcare Representative 4 Married 18611
## 776 Research Scientist 3 Single 19630
## 777 Human Resources 3 Divorced 15428
## 778 Sales Representative 1 Divorced 14947
## 779 Laboratory Technician 4 Single 11925
## 780 Research Scientist 4 Married 26124
## 781 Sales Representative 2 Single 21728
## 782 Healthcare Representative 3 Single 20978
## 783 Human Resources 2 Divorced 22650
## 784 Sales Executive 3 Married 4905
## 785 Sales Executive 2 Married 3536
## 786 Research Director 2 Single 8847
## 787 Manager 3 Married 22984
## 788 Research Scientist 2 Married 17747
## 789 Research Director 1 Married 19805
## 790 Research Scientist 2 Single 18830
## 791 Laboratory Technician 1 Married 23070
## 792 Research Scientist 2 Single 5711
## 793 Manufacturing Director 3 Married 14199
## 794 Healthcare Representative 3 Divorced 8202
## 795 Manufacturing Director 4 Divorced 23793
## 796 Research Scientist 1 Single 3164
## 797 Healthcare Representative 4 Married 7501
## 798 Laboratory Technician 1 Married 15999
## 799 Research Scientist 2 Single 6148
## 800 Healthcare Representative 1 Divorced 26308
## 801 Sales Executive 1 Married 3193
## 802 Sales Executive 4 Single 8346
## 803 Manager 1 Married 5355
## 804 Sales Executive 1 Single 10333
## 805 Laboratory Technician 2 Married 25043
## 806 Healthcare Representative 1 Married 25949
## 807 Sales Executive 3 Married 12477
## 808 Research Scientist 4 Married 11992
## 809 Research Scientist 4 Married 3811
## 810 Research Scientist 2 Married 13364
## 811 Laboratory Technician 1 Divorced 11012
## 812 Laboratory Technician 4 Married 4910
## 813 Sales Executive 3 Divorced 5915
## 814 Manager 3 Married 5220
## 815 Sales Representative 2 Married 12102
## 816 Research Scientist 4 Married 6311
## 817 Manufacturing Director 4 Single 20234
## 818 Research Director 3 Married 25995
## 819 Laboratory Technician 4 Single 11162
## 820 Sales Executive 3 Single 23352
## 821 Research Scientist 4 Married 18783
## 822 Sales Executive 4 Divorced 10732
## 823 Sales Executive 3 Married 8978
## 824 Laboratory Technician 3 Married 6233
## 825 Manufacturing Director 3 Married 12421
## 826 Research Director 4 Divorced 21445
## 827 Sales Executive 3 Married 19002
## 828 Sales Executive 1 Single 6039
## 829 Laboratory Technician 2 Married 15963
## 830 Manager 2 Married 7999
## 831 Laboratory Technician 1 Married 14039
## 832 Sales Representative 3 Single 26820
## 833 Laboratory Technician 1 Married 12449
## 834 Research Scientist 1 Single 7172
## 835 Healthcare Representative 2 Divorced 25592
## 836 Sales Executive 2 Divorced 24666
## 837 Research Scientist 3 Married 5182
## 838 Sales Executive 4 Single 19921
## 839 Manufacturing Director 2 Divorced 19271
## 840 Research Director 2 Married 13583
## 841 Laboratory Technician 3 Single 25233
## 842 Human Resources 1 Single 9769
## 843 Manufacturing Director 4 Married 19028
## 844 Healthcare Representative 4 Divorced 5494
## 845 Sales Executive 4 Single 25353
## 846 Laboratory Technician 1 Divorced 13535
## 847 Laboratory Technician 2 Single 16102
## 848 Healthcare Representative 4 Divorced 10942
## 849 Sales Executive 3 Married 6110
## 850 Laboratory Technician 4 Married 7102
## 851 Sales Executive 3 Married 24788
## 852 Laboratory Technician 3 Single 16117
## 853 Laboratory Technician 3 Single 12682
## 854 Healthcare Representative 1 Single 4824
## 855 Manufacturing Director 2 Married 25388
## 856 Sales Representative 3 Married 16192
## 857 Research Scientist 1 Single 8556
## 858 Manufacturing Director 3 Married 14034
## 859 Laboratory Technician 1 Married 6961
## 860 Healthcare Representative 4 Married 14075
## 861 Laboratory Technician 3 Single 4257
## 862 Sales Executive 4 Single 20364
## 863 Sales Executive 4 Single 4652
## 864 Sales Executive 3 Divorced 10225
## 865 Manufacturing Director 4 Married 14720
## 866 Manufacturing Director 4 Single 18706
## 867 Sales Executive 4 Married 12069
## 868 Sales Executive 3 Married 24200
## 869 Research Scientist 3 Married 20100
## 870 Laboratory Technician 2 Single 15986
## 871 Sales Executive 4 Married 19246
## 872 Research Scientist 4 Single 17241
## 873 Sales Executive 3 Single 9277
## 874 Laboratory Technician 2 Married 9238
## 875 Laboratory Technician 1 Divorced 16290
## 876 Sales Representative 4 Married 3335
## 877 Sales Executive 2 Married 15480
## 878 Laboratory Technician 3 Single 25308
## 879 Research Scientist 3 Divorced 22310
## 880 Manufacturing Director 2 Single 24439
## 881 Sales Executive 4 Divorced 15986
## 882 Laboratory Technician 2 Married 6762
## 883 Sales Executive 3 Married 3487
## 884 Sales Executive 4 Married 24008
## 885 Sales Executive 2 Married 3687
## 886 Manufacturing Director 3 Married 10022
## 887 Healthcare Representative 3 Divorced 21143
## 888 Manufacturing Director 1 Divorced 4187
## 889 Laboratory Technician 4 Divorced 9528
## 890 Human Resources 3 Single 7108
## 891 Research Scientist 4 Single 22455
## 892 Sales Executive 2 Married 17799
## 893 Sales Executive 4 Single 13596
## 894 Sales Executive 4 Divorced 16673
## 895 Healthcare Representative 2 Divorced 20948
## 896 Manufacturing Director 4 Divorced 19989
## 897 Sales Executive 1 Single 10092
## 898 Manager 3 Married 26582
## 899 Sales Executive 1 Single 23553
## 900 Research Scientist 3 Married 11868
## 901 Laboratory Technician 2 Married 16632
## 902 Sales Executive 3 Married 9282
## 903 Sales Executive 3 Divorced 13693
## 904 Laboratory Technician 4 Married 4060
## 905 Manager 4 Married 5404
## 906 Sales Executive 2 Married 13401
## 907 Healthcare Representative 1 Married 3142
## 908 Manufacturing Director 4 Divorced 23177
## 909 Laboratory Technician 3 Single 11179
## 910 Research Scientist 1 Single 15178
## 911 Research Director 4 Married 18625
## 912 Human Resources 2 Married 5224
## 913 Laboratory Technician 1 Married 25605
## 914 Manager 1 Single 5615
## 915 Manufacturing Director 3 Single 23371
## 916 Laboratory Technician 3 Single 24812
## 917 Research Scientist 1 Married 12719
## 918 Sales Executive 4 Single 9125
## 919 Sales Representative 2 Married 23384
## 920 Laboratory Technician 1 Married 9964
## 921 Sales Representative 2 Single 18398
## 922 Laboratory Technician 4 Married 4892
## 923 Laboratory Technician 3 Divorced 7858
## 924 Human Resources 1 Married 12858
## 925 Manager 3 Married 18685
## 926 Laboratory Technician 3 Married 22495
## 927 Sales Executive 4 Married 11693
## 928 Research Director 3 Married 3376
## 929 Laboratory Technician 4 Divorced 7324
## 930 Laboratory Technician 4 Single 11864
## 931 Sales Executive 3 Divorced 12313
## 932 Research Director 4 Single 19373
## 933 Sales Executive 1 Married 19566
## 934 Laboratory Technician 4 Divorced 13384
## 935 Laboratory Technician 1 Single 13008
## 936 Laboratory Technician 1 Single 16998
## 937 Healthcare Representative 1 Divorced 12368
## 938 Manufacturing Director 4 Single 25150
## 939 Research Scientist 4 Single 5340
## 940 Sales Representative 2 Married 3692
## 941 Laboratory Technician 1 Single 21831
## 942 Sales Executive 3 Married 4658
## 943 Sales Executive 1 Single 2354
## 944 Manufacturing Director 4 Married 4658
## 945 Sales Representative 3 Single 9724
## 946 Healthcare Representative 4 Divorced 24483
## 947 Sales Representative 2 Single 4567
## 948 Research Scientist 4 Divorced 3032
## 949 Human Resources 3 Divorced 22808
## 950 Sales Executive 3 Single 10339
## 951 Research Scientist 3 Married 6161
## 952 Sales Executive 1 Married 22217
## 953 Healthcare Representative 2 Single 13848
## 954 Laboratory Technician 4 Single 19826
## 955 Laboratory Technician 2 Single 8770
## 956 Human Resources 3 Married 6595
## 957 Manufacturing Director 4 Single 21698
## 958 Laboratory Technician 3 Single 11135
## 959 Sales Executive 3 Single 11591
## 960 Research Director 2 Single 25761
## 961 Research Scientist 4 Single 22673
## 962 Research Scientist 4 Divorced 24447
## 963 Healthcare Representative 1 Divorced 4284
## 964 Human Resources 2 Married 18767
## 965 Research Scientist 4 Married 26897
## 966 Research Director 3 Divorced 16701
## 967 Research Scientist 1 Single 8489
## 968 Sales Executive 3 Married 3809
## 969 Manager 1 Married 9490
## 970 Laboratory Technician 2 Divorced 14180
## 971 Sales Executive 4 Single 5099
## 972 Healthcare Representative 4 Married 17369
## 973 Laboratory Technician 3 Single 6842
## 974 Research Scientist 2 Single 11757
## 975 Manufacturing Director 3 Divorced 24117
## 976 Research Scientist 4 Single 14961
## 977 Healthcare Representative 3 Single 13119
## 978 Research Scientist 1 Single 22154
## 979 Manufacturing Director 3 Married 23457
## 980 Manager 3 Married 12124
## 981 Sales Representative 3 Married 26204
## 982 Sales Executive 4 Married 11563
## 983 Laboratory Technician 4 Single 3300
## 984 Sales Representative 3 Single 21378
## 985 Sales Executive 4 Married 14369
## 986 Research Scientist 3 Single 15318
## 987 Research Scientist 4 Married 4223
## 988 Sales Executive 4 Married 23343
## 989 Manufacturing Director 1 Single 5083
## 990 Research Scientist 2 Single 7551
## 991 Human Resources 4 Married 7790
## 992 Research Scientist 3 Married 17616
## 993 Human Resources 4 Married 13982
## 994 Sales Executive 2 Married 25440
## 995 Sales Executive 4 Single 19899
## 996 Research Scientist 3 Single 12482
## 997 Research Scientist 3 Married 12127
## 998 Research Director 4 Single 5652
## 999 Sales Executive 4 Divorced 6812
## 1000 Laboratory Technician 4 Single 18016
## 1001 Human Resources 2 Divorced 10425
## 1002 Sales Representative 3 Single 25751
## 1003 Research Scientist 2 Divorced 25518
## 1004 Manufacturing Director 4 Divorced 7389
## 1005 Research Scientist 1 Married 16530
## 1006 Sales Executive 4 Married 16495
## 1007 Sales Representative 3 Single 13251
## 1008 Healthcare Representative 4 Divorced 18899
## 1009 Manager 3 Divorced 18640
## 1010 Sales Representative 3 Married 16047
## 1011 Manufacturing Director 3 Divorced 22573
## 1012 Research Scientist 2 Divorced 15000
## 1013 Sales Executive 2 Married 24624
## 1014 Laboratory Technician 1 Married 6208
## 1015 Sales Executive 1 Single 22967
## 1016 Laboratory Technician 2 Divorced 5855
## 1017 Laboratory Technician 1 Divorced 8007
## 1018 Sales Executive 2 Married 11439
## 1019 Sales Executive 4 Married 8053
## 1020 Research Scientist 4 Single 13493
## 1021 Sales Executive 2 Married 16177
## 1022 Sales Executive 4 Single 15276
## 1023 Research Scientist 4 Divorced 5141
## 1024 Healthcare Representative 3 Married 3395
## 1025 Manager 1 Divorced 12888
## 1026 Manager 4 Single 15302
## 1027 Human Resources 1 Married 17822
## 1028 Sales Executive 4 Single 12090
## 1029 Sales Executive 3 Single 24785
## 1030 Human Resources 1 Married 2326
## 1031 Sales Executive 2 Married 20497
## 1032 Human Resources 4 Single 5033
## 1033 Research Director 4 Divorced 8842
## 1034 Research Scientist 3 Married 14908
## 1035 Laboratory Technician 3 Divorced 23099
## 1036 Research Scientist 3 Single 26999
## 1037 Sales Executive 4 Single 22807
## 1038 Human Resources 2 Married 6729
## 1039 Research Director 3 Single 7914
## 1040 Healthcare Representative 3 Married 25549
## 1041 Laboratory Technician 2 Single 11652
## 1042 Research Scientist 1 Single 3339
## 1043 Sales Executive 4 Married 12695
## 1044 Sales Executive 4 Married 2823
## 1045 Research Scientist 3 Single 2122
## 1046 Laboratory Technician 2 Divorced 7160
## 1047 Manufacturing Director 2 Married 7653
## 1048 Manager 2 Married 23364
## 1049 Research Scientist 3 Single 25681
## 1050 Sales Executive 4 Divorced 22098
## 1051 Manufacturing Director 4 Married 14618
## 1052 Laboratory Technician 4 Single 7703
## 1053 Healthcare Representative 3 Divorced 2227
## 1054 Research Scientist 3 Divorced 9834
## 1055 Research Scientist 4 Single 6297
## 1056 Laboratory Technician 1 Married 9396
## 1057 Manufacturing Director 1 Married 9679
## 1058 Manager 4 Married 7744
## 1059 Human Resources 2 Divorced 12832
## 1060 Research Scientist 2 Married 19911
## 1061 Research Scientist 3 Married 2721
## 1062 Manufacturing Director 4 Divorced 17000
## 1063 Healthcare Representative 4 Divorced 5335
## 1064 Sales Representative 4 Divorced 25103
## 1065 Healthcare Representative 3 Divorced 17056
## 1066 Laboratory Technician 1 Married 4344
## 1067 Research Scientist 3 Married 12549
## 1068 Manager 1 Married 3854
## 1069 Sales Executive 1 Married 17456
## 1070 Sales Representative 2 Married 9983
## 1071 Sales Representative 4 Married 6527
## 1072 Manufacturing Director 1 Married 4156
## 1073 Sales Representative 4 Single 5050
## 1074 Healthcare Representative 3 Married 9128
## 1075 Sales Executive 1 Married 20328
## 1076 Manager 1 Married 24097
## 1077 Manager 3 Divorced 10735
## 1078 Laboratory Technician 3 Divorced 18624
## 1079 Research Scientist 2 Single 26285
## 1080 Research Scientist 3 Divorced 12932
## 1081 Research Scientist 3 Single 2725
## 1082 Research Scientist 4 Married 8952
## 1083 Sales Representative 1 Married 26956
## 1084 Sales Executive 3 Married 18659
## 1085 Manufacturing Director 3 Single 8787
## 1086 Sales Executive 1 Married 23772
## 1087 Sales Executive 3 Married 20943
## 1088 Research Scientist 3 Married 20471
## 1089 Research Scientist 4 Married 10077
## 1090 Sales Executive 4 Married 7100
## 1091 Sales Executive 2 Divorced 11866
## 1092 Sales Executive 4 Divorced 10436
## 1093 Research Director 4 Divorced 10056
## 1094 Sales Executive 2 Divorced 11591
## 1095 Healthcare Representative 1 Divorced 18384
## 1096 Manufacturing Director 2 Married 15701
## 1097 Research Scientist 1 Married 18697
## 1098 Human Resources 4 Divorced 9732
## 1099 Laboratory Technician 2 Married 3956
## 1100 Manufacturing Director 1 Single 4992
## 1101 Manager 3 Married 6499
## 1102 Sales Executive 2 Divorced 22553
## 1103 Sales Executive 4 Married 19682
## 1104 Sales Executive 4 Married 20715
## 1105 Research Scientist 4 Single 23293
## 1106 Research Scientist 2 Divorced 17940
## 1107 Research Scientist 1 Married 14377
## 1108 Human Resources 3 Single 26894
## 1109 Sales Executive 3 Single 12916
## 1110 Sales Executive 1 Married 15975
## 1111 Healthcare Representative 3 Married 12250
## 1112 Manager 4 Married 11038
## 1113 Manager 3 Married 24619
## 1114 Sales Executive 3 Married 23452
## 1115 Healthcare Representative 3 Single 13084
## 1116 Research Scientist 1 Married 23844
## 1117 Manufacturing Director 2 Single 21123
## 1118 Laboratory Technician 4 Married 16392
## 1119 Healthcare Representative 2 Divorced 9255
## 1120 Sales Representative 3 Divorced 2912
## 1121 Sales Executive 1 Divorced 16586
## 1122 Manager 4 Single 16154
## 1123 Research Scientist 1 Married 5771
## 1124 Manager 4 Married 20462
## 1125 Research Scientist 3 Married 21643
## 1126 Sales Representative 1 Single 20989
## 1127 Laboratory Technician 3 Married 14168
## 1128 Laboratory Technician 3 Married 21821
## 1129 Manager 2 Single 15896
## 1130 Laboratory Technician 1 Married 6881
## 1131 Research Director 3 Divorced 13523
## 1132 Manager 2 Divorced 17334
## 1133 Healthcare Representative 4 Married 5718
## 1134 Laboratory Technician 2 Single 23826
## 1135 Laboratory Technician 1 Single 10224
## 1136 Laboratory Technician 1 Married 11141
## 1137 Laboratory Technician 1 Married 17663
## 1138 Sales Executive 1 Divorced 4297
## 1139 Sales Executive 3 Divorced 9647
## 1140 Research Director 3 Married 3525
## 1141 Healthcare Representative 4 Married 14408
## 1142 Sales Executive 2 Married 21173
## 1143 Healthcare Representative 3 Single 22245
## 1144 Sales Executive 4 Single 24252
## 1145 Human Resources 4 Married 10503
## 1146 Sales Executive 3 Single 23333
## 1147 Laboratory Technician 3 Married 10228
## 1148 Laboratory Technician 3 Divorced 16031
## 1149 Research Scientist 4 Divorced 5598
## 1150 Healthcare Representative 4 Married 15830
## 1151 Research Scientist 3 Divorced 15748
## 1152 Sales Executive 4 Single 20392
## 1153 Research Scientist 3 Single 16885
## 1154 Laboratory Technician 4 Married 22955
## 1155 Manufacturing Director 1 Married 5549
## 1156 Healthcare Representative 2 Single 7192
## 1157 Sales Representative 3 Divorced 23522
## 1158 Research Scientist 2 Married 19573
## 1159 Research Scientist 3 Married 7950
## 1160 Manufacturing Director 2 Divorced 2819
## 1161 Research Scientist 3 Single 10826
## 1162 Manufacturing Director 3 Single 15397
## 1163 Laboratory Technician 4 Married 7003
## 1164 Manufacturing Director 4 Single 23848
## 1165 Research Scientist 3 Married 20898
## 1166 Laboratory Technician 2 Married 7331
## 1167 Healthcare Representative 4 Married 26542
## 1168 Sales Executive 3 Single 19558
## 1169 Research Scientist 3 Divorced 5013
## 1170 Research Scientist 1 Married 22977
## NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating
## 1 2 Y No 11 3
## 2 1 Y No 14 3
## 3 2 Y No 11 3
## 4 1 Y No 19 3
## 5 1 Y Yes 13 3
## 6 1 Y No 21 4
## 7 2 Y Yes 12 3
## 8 2 Y Yes 14 3
## 9 1 Y Yes 19 3
## 10 1 Y No 14 3
## 11 7 Y No 13 3
## 12 1 Y No 15 3
## 13 3 Y No 21 4
## 14 1 Y No 18 3
## 15 6 Y No 12 3
## 16 1 Y No 13 3
## 17 1 Y No 12 3
## 18 2 Y No 14 3
## 19 0 Y Yes 14 3
## 20 2 Y No 15 3
## 21 2 Y Yes 11 3
## 22 3 Y No 12 3
## 23 3 Y Yes 13 3
## 24 7 Y No 13 3
## 25 0 Y No 14 3
## 26 7 Y No 11 3
## 27 0 Y No 11 3
## 28 0 Y Yes 17 3
## 29 6 Y Yes 13 3
## 30 0 Y No 18 3
## 31 0 Y No 17 3
## 32 1 Y No 18 3
## 33 3 Y Yes 12 3
## 34 6 Y No 12 3
## 35 8 Y No 24 4
## 36 1 Y No 20 4
## 37 9 Y No 17 3
## 38 5 Y Yes 13 3
## 39 6 Y No 14 3
## 40 0 Y No 12 3
## 41 4 Y No 22 4
## 42 0 Y No 13 3
## 43 4 Y Yes 16 3
## 44 8 Y No 22 4
## 45 1 Y No 22 4
## 46 1 Y No 13 3
## 47 6 Y No 15 3
## 48 0 Y Yes 14 3
## 49 1 Y Yes 14 3
## 50 6 Y No 18 3
## 51 3 Y No 17 3
## 52 3 Y Yes 21 4
## 53 1 Y No 13 3
## 54 1 Y No 12 3
## 55 1 Y No 23 4
## 56 1 Y No 20 4
## 57 6 Y Yes 12 3
## 58 1 Y Yes 18 3
## 59 2 Y Yes 18 3
## 60 1 Y Yes 14 3
## 61 1 Y Yes 11 3
## 62 3 Y No 12 3
## 63 0 Y No 19 3
## 64 1 Y No 16 3
## 65 1 Y No 13 3
## 66 0 Y Yes 12 3
## 67 1 Y No 13 3
## 68 1 Y No 13 3
## 69 4 Y No 13 3
## 70 1 Y No 12 3
## 71 3 Y No 22 4
## 72 0 Y No 18 3
## 73 3 Y Yes 13 3
## 74 3 Y Yes 11 3
## 75 9 Y Yes 19 3
## 76 1 Y No 23 4
## 77 1 Y Yes 14 3
## 78 1 Y No 15 3
## 79 6 Y No 12 3
## 80 1 Y Yes 11 3
## 81 5 Y No 15 3
## 82 2 Y No 16 3
## 83 2 Y No 11 3
## 84 4 Y Yes 13 3
## 85 9 Y Yes 11 3
## 86 3 Y Yes 13 3
## 87 2 Y No 12 3
## 88 1 Y Yes 24 4
## 89 1 Y No 15 3
## 90 3 Y No 12 3
## 91 1 Y Yes 23 4
## 92 1 Y No 13 3
## 93 6 Y Yes 15 3
## 94 3 Y Yes 16 3
## 95 3 Y No 15 3
## 96 1 Y No 25 4
## 97 8 Y No 12 3
## 98 5 Y No 14 3
## 99 0 Y No 13 3
## 100 5 Y No 17 3
## 101 0 Y No 14 3
## 102 1 Y No 18 3
## 103 9 Y No 15 3
## 104 2 Y No 16 3
## 105 4 Y No 12 3
## 106 1 Y No 22 4
## 107 1 Y No 13 3
## 108 4 Y Yes 18 3
## 109 4 Y No 22 4
## 110 1 Y No 14 3
## 111 1 Y Yes 14 3
## 112 2 Y No 15 3
## 113 7 Y No 19 3
## 114 2 Y No 11 3
## 115 3 Y Yes 15 3
## 116 1 Y Yes 13 3
## 117 0 Y No 14 3
## 118 4 Y Yes 13 3
## 119 4 Y No 12 3
## 120 1 Y No 11 3
## 121 9 Y No 14 3
## 122 1 Y Yes 11 3
## 123 4 Y Yes 12 3
## 124 0 Y No 20 4
## 125 1 Y No 18 3
## 126 1 Y Yes 11 3
## 127 1 Y Yes 22 4
## 128 0 Y No 13 3
## 129 1 Y Yes 14 3
## 130 2 Y No 12 3
## 131 1 Y Yes 13 3
## 132 3 Y No 12 3
## 133 0 Y No 11 3
## 134 4 Y No 21 4
## 135 1 Y No 11 3
## 136 1 Y No 24 4
## 137 1 Y Yes 11 3
## 138 8 Y No 11 3
## 139 7 Y Yes 21 4
## 140 2 Y No 12 3
## 141 4 Y Yes 12 3
## 142 1 Y No 12 3
## 143 6 Y No 13 3
## 144 4 Y No 14 3
## 145 5 Y No 20 4
## 146 1 Y No 14 3
## 147 1 Y No 13 3
## 148 2 Y No 13 3
## 149 8 Y No 22 4
## 150 0 Y No 21 4
## 151 2 Y No 17 3
## 152 1 Y No 12 3
## 153 1 Y No 14 3
## 154 3 Y No 12 3
## 155 1 Y No 14 3
## 156 7 Y Yes 12 3
## 157 3 Y No 14 3
## 158 7 Y No 11 3
## 159 8 Y No 11 3
## 160 3 Y Yes 17 3
## 161 1 Y Yes 12 3
## 162 1 Y No 12 3
## 163 0 Y No 12 3
## 164 3 Y Yes 13 3
## 165 0 Y No 15 3
## 166 1 Y No 13 3
## 167 3 Y No 16 3
## 168 4 Y No 19 3
## 169 3 Y Yes 12 3
## 170 4 Y No 22 4
## 171 7 Y No 23 4
## 172 8 Y No 18 3
## 173 5 Y No 11 3
## 174 0 Y Yes 14 3
## 175 6 Y No 13 3
## 176 1 Y Yes 11 3
## 177 5 Y Yes 13 3
## 178 6 Y Yes 14 3
## 179 1 Y No 14 3
## 180 4 Y No 22 4
## 181 2 Y No 18 3
## 182 3 Y No 15 3
## 183 4 Y No 12 3
## 184 4 Y No 18 3
## 185 1 Y No 11 3
## 186 1 Y No 23 4
## 187 1 Y No 17 3
## 188 6 Y No 14 3
## 189 3 Y No 14 3
## 190 1 Y No 15 3
## 191 1 Y No 13 3
## 192 2 Y No 14 3
## 193 2 Y No 14 3
## 194 2 Y No 14 3
## 195 0 Y No 12 3
## 196 1 Y No 11 3
## 197 3 Y No 23 4
## 198 6 Y No 17 3
## 199 3 Y No 14 3
## 200 1 Y No 21 4
## 201 4 Y Yes 16 3
## 202 1 Y No 17 3
## 203 1 Y No 12 3
## 204 7 Y Yes 13 3
## 205 2 Y No 11 3
## 206 1 Y Yes 13 3
## 207 8 Y No 13 3
## 208 7 Y Yes 19 3
## 209 5 Y No 14 3
## 210 3 Y Yes 13 3
## 211 0 Y No 23 4
## 212 6 Y No 13 3
## 213 3 Y No 17 3
## 214 9 Y Yes 13 3
## 215 0 Y No 13 3
## 216 2 Y No 14 3
## 217 3 Y No 19 3
## 218 3 Y No 11 3
## 219 1 Y No 14 3
## 220 1 Y Yes 20 4
## 221 1 Y No 22 4
## 222 2 Y No 14 3
## 223 1 Y Yes 25 4
## 224 1 Y No 14 3
## 225 2 Y No 19 3
## 226 1 Y No 13 3
## 227 1 Y No 12 3
## 228 1 Y Yes 16 3
## 229 0 Y No 21 4
## 230 2 Y Yes 19 3
## 231 1 Y No 19 3
## 232 1 Y No 13 3
## 233 7 Y No 11 3
## 234 2 Y No 14 3
## 235 1 Y Yes 12 3
## 236 5 Y No 11 3
## 237 5 Y No 11 3
## 238 1 Y Yes 12 3
## 239 4 Y No 14 3
## 240 5 Y No 15 3
## 241 1 Y Yes 21 4
## 242 3 Y No 22 4
## 243 0 Y No 23 4
## 244 3 Y No 12 3
## 245 1 Y Yes 15 3
## 246 6 Y No 14 3
## 247 1 Y Yes 14 3
## 248 0 Y No 14 3
## 249 3 Y Yes 14 3
## 250 7 Y No 16 3
## 251 1 Y No 12 3
## 252 4 Y No 13 3
## 253 1 Y No 14 3
## 254 0 Y No 17 3
## 255 2 Y No 11 3
## 256 4 Y No 13 3
## 257 1 Y No 11 3
## 258 7 Y No 14 3
## 259 2 Y Yes 13 3
## 260 6 Y Yes 19 3
## 261 7 Y No 14 3
## 262 6 Y No 13 3
## 263 5 Y Yes 13 3
## 264 1 Y No 15 3
## 265 0 Y No 12 3
## 266 0 Y No 13 3
## 267 7 Y No 14 3
## 268 1 Y No 12 3
## 269 1 Y No 20 4
## 270 0 Y No 15 3
## 271 4 Y No 22 4
## 272 1 Y No 12 3
## 273 1 Y No 21 4
## 274 4 Y No 13 3
## 275 8 Y No 11 3
## 276 4 Y No 13 3
## 277 1 Y No 13 3
## 278 0 Y No 19 3
## 279 1 Y Yes 11 3
## 280 0 Y Yes 16 3
## 281 1 Y Yes 17 3
## 282 2 Y Yes 13 3
## 283 4 Y No 17 3
## 284 4 Y No 12 3
## 285 1 Y No 13 3
## 286 1 Y Yes 12 3
## 287 1 Y Yes 23 4
## 288 0 Y No 11 3
## 289 0 Y No 14 3
## 290 1 Y No 16 3
## 291 3 Y No 14 3
## 292 7 Y No 15 3
## 293 1 Y No 16 3
## 294 0 Y No 18 3
## 295 1 Y Yes 21 4
## 296 7 Y Yes 11 3
## 297 1 Y No 17 3
## 298 1 Y Yes 24 4
## 299 0 Y Yes 22 4
## 300 5 Y Yes 13 3
## 301 1 Y No 14 3
## 302 1 Y No 22 4
## 303 5 Y No 12 3
## 304 1 Y No 19 3
## 305 4 Y No 24 4
## 306 0 Y No 17 3
## 307 4 Y No 18 3
## 308 3 Y No 17 3
## 309 3 Y Yes 14 3
## 310 0 Y No 22 4
## 311 9 Y No 17 3
## 312 7 Y No 15 3
## 313 1 Y No 12 3
## 314 2 Y No 17 3
## 315 8 Y No 14 3
## 316 1 Y Yes 17 3
## 317 6 Y No 18 3
## 318 1 Y No 12 3
## 319 3 Y Yes 12 3
## 320 1 Y Yes 12 3
## 321 6 Y No 20 4
## 322 1 Y No 12 3
## 323 9 Y No 12 3
## 324 8 Y Yes 23 4
## 325 1 Y No 16 3
## 326 1 Y No 19 3
## 327 0 Y Yes 14 3
## 328 6 Y Yes 17 3
## 329 1 Y Yes 16 3
## 330 0 Y No 14 3
## 331 4 Y No 14 3
## 332 1 Y No 11 3
## 333 1 Y Yes 12 3
## 334 1 Y No 11 3
## 335 9 Y No 21 4
## 336 1 Y No 22 4
## 337 1 Y No 11 3
## 338 0 Y No 17 3
## 339 3 Y Yes 14 3
## 340 1 Y No 13 3
## 341 9 Y Yes 14 3
## 342 1 Y Yes 12 3
## 343 4 Y No 15 3
## 344 1 Y No 20 4
## 345 8 Y No 19 3
## 346 0 Y No 12 3
## 347 2 Y No 11 3
## 348 1 Y No 20 4
## 349 2 Y No 13 3
## 350 7 Y No 11 3
## 351 9 Y No 13 3
## 352 4 Y No 11 3
## 353 3 Y Yes 13 3
## 354 3 Y Yes 18 3
## 355 0 Y Yes 13 3
## 356 3 Y No 18 3
## 357 1 Y No 19 3
## 358 5 Y No 16 3
## 359 1 Y Yes 22 4
## 360 0 Y No 11 3
## 361 0 Y No 14 3
## 362 1 Y No 17 3
## 363 1 Y No 15 3
## 364 0 Y No 19 3
## 365 4 Y No 14 3
## 366 9 Y No 11 3
## 367 4 Y No 13 3
## 368 0 Y No 12 3
## 369 2 Y No 16 3
## 370 7 Y No 16 3
## 371 1 Y No 12 3
## 372 0 Y No 11 3
## 373 1 Y No 18 3
## 374 1 Y No 11 3
## 375 1 Y No 11 3
## 376 1 Y Yes 13 3
## 377 1 Y No 16 3
## 378 3 Y Yes 12 3
## 379 0 Y Yes 18 3
## 380 4 Y Yes 11 3
## 381 4 Y No 11 3
## 382 1 Y No 23 4
## 383 4 Y No 11 3
## 384 3 Y No 13 3
## 385 9 Y Yes 12 3
## 386 1 Y No 13 3
## 387 1 Y No 14 3
## 388 4 Y No 12 3
## 389 3 Y No 15 3
## 390 1 Y Yes 11 3
## 391 5 Y No 17 3
## 392 7 Y Yes 19 3
## 393 1 Y Yes 13 3
## 394 4 Y No 19 3
## 395 5 Y Yes 14 3
## 396 0 Y Yes 18 3
## 397 6 Y No 13 3
## 398 1 Y No 15 3
## 399 1 Y No 21 4
## 400 5 Y Yes 18 3
## 401 2 Y No 20 4
## 402 2 Y No 16 3
## 403 4 Y No 12 3
## 404 4 Y No 12 3
## 405 1 Y No 11 3
## 406 4 Y Yes 14 3
## 407 1 Y No 14 3
## 408 1 Y No 14 3
## 409 2 Y No 16 3
## 410 6 Y No 24 4
## 411 0 Y No 21 4
## 412 1 Y No 12 3
## 413 4 Y No 21 4
## 414 8 Y No 13 3
## 415 0 Y No 16 3
## 416 2 Y No 14 3
## 417 0 Y No 14 3
## 418 4 Y No 18 3
## 419 1 Y No 13 3
## 420 1 Y No 18 3
## 421 1 Y No 15 3
## 422 3 Y Yes 15 3
## 423 4 Y Yes 18 3
## 424 1 Y No 15 3
## 425 1 Y No 11 3
## 426 5 Y No 13 3
## 427 1 Y No 13 3
## 428 1 Y No 17 3
## 429 0 Y Yes 14 3
## 430 6 Y No 13 3
## 431 1 Y Yes 11 3
## 432 9 Y No 16 3
## 433 3 Y No 20 4
## 434 1 Y No 13 3
## 435 2 Y No 12 3
## 436 1 Y No 18 3
## 437 6 Y No 17 3
## 438 0 Y No 13 3
## 439 1 Y Yes 14 3
## 440 0 Y No 13 3
## 441 4 Y Yes 14 3
## 442 9 Y No 17 3
## 443 2 Y No 11 3
## 444 4 Y Yes 18 3
## 445 7 Y Yes 17 3
## 446 7 Y No 12 3
## 447 7 Y No 15 3
## 448 5 Y No 18 3
## 449 1 Y No 11 3
## 450 1 Y No 15 3
## 451 0 Y Yes 13 3
## 452 1 Y No 13 3
## 453 1 Y Yes 18 3
## 454 1 Y No 14 3
## 455 7 Y No 11 3
## 456 1 Y No 14 3
## 457 1 Y No 11 3
## 458 0 Y Yes 22 4
## 459 2 Y No 22 4
## 460 1 Y No 16 3
## 461 4 Y No 17 3
## 462 2 Y No 11 3
## 463 4 Y No 11 3
## 464 2 Y No 20 4
## 465 9 Y Yes 16 3
## 466 5 Y Yes 11 3
## 467 3 Y Yes 21 4
## 468 3 Y No 12 3
## 469 8 Y No 18 3
## 470 1 Y No 11 3
## 471 1 Y No 11 3
## 472 1 Y Yes 24 4
## 473 4 Y Yes 14 3
## 474 5 Y No 13 3
## 475 1 Y No 16 3
## 476 4 Y Yes 21 4
## 477 4 Y No 19 3
## 478 5 Y No 12 3
## 479 9 Y No 13 3
## 480 1 Y Yes 25 4
## 481 0 Y No 12 3
## 482 3 Y Yes 19 3
## 483 1 Y Yes 15 3
## 484 4 Y Yes 18 3
## 485 1 Y No 12 3
## 486 8 Y Yes 11 3
## 487 1 Y No 13 3
## 488 1 Y No 17 3
## 489 9 Y Yes 13 3
## 490 3 Y No 11 3
## 491 9 Y Yes 11 3
## 492 4 Y Yes 11 3
## 493 9 Y No 11 3
## 494 1 Y No 19 3
## 495 1 Y Yes 13 3
## 496 2 Y No 14 3
## 497 3 Y No 21 4
## 498 1 Y Yes 12 3
## 499 6 Y No 13 3
## 500 6 Y No 19 3
## 501 7 Y Yes 14 3
## 502 5 Y Yes 14 3
## 503 2 Y Yes 11 3
## 504 1 Y No 11 3
## 505 3 Y No 19 3
## 506 3 Y No 12 3
## 507 1 Y Yes 13 3
## 508 2 Y No 11 3
## 509 4 Y No 17 3
## 510 1 Y No 12 3
## 511 1 Y No 11 3
## 512 3 Y No 21 4
## 513 6 Y No 13 3
## 514 1 Y Yes 12 3
## 515 1 Y No 24 4
## 516 5 Y No 18 3
## 517 1 Y Yes 18 3
## 518 8 Y No 22 4
## 519 0 Y No 12 3
## 520 1 Y No 16 3
## 521 1 Y No 16 3
## 522 1 Y Yes 17 3
## 523 2 Y No 17 3
## 524 1 Y Yes 17 3
## 525 3 Y No 17 3
## 526 2 Y No 12 3
## 527 4 Y Yes 11 3
## 528 1 Y Yes 12 3
## 529 1 Y No 18 3
## 530 9 Y Yes 18 3
## 531 0 Y No 18 3
## 532 6 Y No 13 3
## 533 1 Y No 24 4
## 534 5 Y No 18 3
## 535 1 Y Yes 11 3
## 536 4 Y No 14 3
## 537 7 Y No 16 3
## 538 0 Y Yes 11 3
## 539 1 Y Yes 16 3
## 540 7 Y No 13 3
## 541 1 Y No 13 3
## 542 6 Y No 19 3
## 543 1 Y Yes 15 3
## 544 9 Y No 14 3
## 545 1 Y No 11 3
## 546 1 Y No 12 3
## 547 4 Y No 11 3
## 548 6 Y No 14 3
## 549 3 Y No 17 3
## 550 1 Y No 16 3
## 551 1 Y No 12 3
## 552 1 Y No 13 3
## 553 1 Y No 21 4
## 554 4 Y No 17 3
## 555 9 Y No 14 3
## 556 4 Y Yes 11 3
## 557 7 Y No 11 3
## 558 1 Y Yes 13 3
## 559 1 Y No 13 3
## 560 1 Y No 17 3
## 561 4 Y No 12 3
## 562 2 Y Yes 14 3
## 563 9 Y No 14 3
## 564 4 Y No 20 4
## 565 3 Y No 21 4
## 566 6 Y Yes 12 3
## 567 4 Y No 13 3
## 568 1 Y No 11 3
## 569 7 Y No 17 3
## 570 3 Y Yes 18 3
## 571 5 Y No 21 4
## 572 1 Y No 19 3
## 573 1 Y Yes 12 3
## 574 1 Y No 21 4
## 575 1 Y No 20 4
## 576 1 Y No 18 3
## 577 4 Y No 14 3
## 578 3 Y No 14 3
## 579 0 Y No 13 3
## 580 1 Y Yes 11 3
## 581 3 Y No 11 3
## 582 2 Y No 14 3
## 583 3 Y Yes 16 3
## 584 1 Y Yes 20 4
## 585 2 Y Yes 13 3
## 586 8 Y Yes 15 3
## 587 7 Y Yes 12 3
## 588 7 Y No 23 4
## 589 4 Y No 18 3
## 590 3 Y Yes 15 3
## 591 1 Y Yes 14 3
## 592 0 Y Yes 23 4
## 593 3 Y No 15 3
## 594 1 Y No 14 3
## 595 1 Y No 13 3
## 596 1 Y No 22 4
## 597 3 Y No 16 3
## 598 6 Y No 22 4
## 599 1 Y Yes 20 4
## 600 2 Y Yes 16 3
## 601 1 Y No 13 3
## 602 4 Y No 14 3
## 603 0 Y Yes 12 3
## 604 1 Y No 13 3
## 605 1 Y No 13 3
## 606 3 Y No 19 3
## 607 7 Y No 11 3
## 608 1 Y Yes 24 4
## 609 0 Y No 12 3
## 610 0 Y No 19 3
## 611 0 Y No 12 3
## 612 2 Y Yes 17 3
## 613 7 Y No 20 4
## 614 1 Y Yes 13 3
## 615 5 Y No 11 3
## 616 1 Y No 14 3
## 617 8 Y No 11 3
## 618 5 Y Yes 21 4
## 619 4 Y No 15 3
## 620 1 Y No 18 3
## 621 1 Y Yes 18 3
## 622 1 Y Yes 19 3
## 623 2 Y No 16 3
## 624 1 Y Yes 16 3
## 625 7 Y No 11 3
## 626 1 Y No 11 3
## 627 1 Y Yes 12 3
## 628 0 Y Yes 14 3
## 629 3 Y No 18 3
## 630 1 Y No 14 3
## 631 8 Y No 20 4
## 632 1 Y No 21 4
## 633 8 Y Yes 12 3
## 634 5 Y No 22 4
## 635 8 Y No 16 3
## 636 1 Y No 13 3
## 637 0 Y No 17 3
## 638 1 Y No 18 3
## 639 1 Y Yes 11 3
## 640 0 Y No 11 3
## 641 1 Y No 22 4
## 642 2 Y No 12 3
## 643 7 Y No 15 3
## 644 1 Y Yes 23 4
## 645 6 Y No 17 3
## 646 7 Y No 11 3
## 647 1 Y No 12 3
## 648 1 Y No 15 3
## 649 0 Y No 14 3
## 650 3 Y Yes 14 3
## 651 1 Y No 19 3
## 652 0 Y Yes 18 3
## 653 9 Y No 17 3
## 654 3 Y No 21 4
## 655 5 Y No 16 3
## 656 1 Y Yes 13 3
## 657 5 Y No 16 3
## 658 3 Y No 20 4
## 659 6 Y Yes 15 3
## 660 1 Y No 13 3
## 661 1 Y No 15 3
## 662 3 Y No 12 3
## 663 4 Y Yes 12 3
## 664 1 Y No 20 4
## 665 0 Y No 20 4
## 666 8 Y Yes 12 3
## 667 1 Y No 14 3
## 668 7 Y No 13 3
## 669 1 Y No 18 3
## 670 3 Y No 14 3
## 671 4 Y No 13 3
## 672 1 Y No 14 3
## 673 0 Y No 14 3
## 674 1 Y Yes 19 3
## 675 7 Y No 17 3
## 676 2 Y No 14 3
## 677 0 Y No 15 3
## 678 1 Y No 11 3
## 679 7 Y No 13 3
## 680 3 Y No 15 3
## 681 1 Y No 12 3
## 682 7 Y No 20 4
## 683 6 Y No 14 3
## 684 3 Y Yes 16 3
## 685 1 Y No 11 3
## 686 1 Y No 25 4
## 687 0 Y Yes 12 3
## 688 6 Y No 21 4
## 689 1 Y No 22 4
## 690 5 Y No 13 3
## 691 3 Y No 11 3
## 692 1 Y Yes 12 3
## 693 3 Y No 23 4
## 694 9 Y Yes 23 4
## 695 1 Y No 14 3
## 696 1 Y Yes 18 3
## 697 2 Y No 25 4
## 698 8 Y No 16 3
## 699 1 Y Yes 12 3
## 700 5 Y No 11 3
## 701 1 Y No 11 3
## 702 1 Y No 20 4
## 703 4 Y Yes 11 3
## 704 0 Y Yes 11 3
## 705 8 Y No 17 3
## 706 7 Y No 14 3
## 707 4 Y No 15 3
## 708 9 Y No 18 3
## 709 1 Y No 11 3
## 710 1 Y No 11 3
## 711 1 Y Yes 23 4
## 712 3 Y No 12 3
## 713 5 Y No 11 3
## 714 4 Y No 11 3
## 715 1 Y No 15 3
## 716 1 Y No 11 3
## 717 1 Y No 18 3
## 718 3 Y No 13 3
## 719 3 Y Yes 24 4
## 720 0 Y No 17 3
## 721 1 Y No 15 3
## 722 3 Y No 17 3
## 723 5 Y No 14 3
## 724 0 Y No 11 3
## 725 4 Y No 13 3
## 726 0 Y No 12 3
## 727 5 Y No 15 3
## 728 1 Y Yes 17 3
## 729 1 Y Yes 18 3
## 730 0 Y No 14 3
## 731 4 Y No 21 4
## 732 4 Y Yes 18 3
## 733 1 Y No 12 3
## 734 8 Y No 12 3
## 735 1 Y No 13 3
## 736 0 Y No 14 3
## 737 0 Y No 11 3
## 738 5 Y No 17 3
## 739 1 Y No 16 3
## 740 4 Y No 14 3
## 741 2 Y No 18 3
## 742 9 Y No 21 4
## 743 1 Y No 17 3
## 744 1 Y No 13 3
## 745 0 Y Yes 22 4
## 746 0 Y No 14 3
## 747 4 Y Yes 15 3
## 748 0 Y No 20 4
## 749 1 Y No 13 3
## 750 0 Y No 14 3
## 751 1 Y Yes 14 3
## 752 1 Y Yes 11 3
## 753 2 Y Yes 15 3
## 754 5 Y No 21 4
## 755 9 Y No 12 3
## 756 2 Y No 14 3
## 757 1 Y Yes 25 4
## 758 2 Y No 14 3
## 759 7 Y No 19 3
## 760 2 Y Yes 16 3
## 761 6 Y Yes 20 4
## 762 1 Y Yes 11 3
## 763 1 Y No 13 3
## 764 0 Y No 12 3
## 765 0 Y No 19 3
## 766 1 Y Yes 14 3
## 767 1 Y No 13 3
## 768 3 Y No 15 3
## 769 2 Y No 11 3
## 770 1 Y No 13 3
## 771 3 Y No 14 3
## 772 1 Y No 25 4
## 773 0 Y No 25 4
## 774 0 Y Yes 17 3
## 775 2 Y Yes 14 3
## 776 1 Y No 18 3
## 777 0 Y No 21 4
## 778 1 Y No 12 3
## 779 1 Y No 20 4
## 780 9 Y Yes 14 3
## 781 1 Y Yes 22 4
## 782 1 Y No 11 3
## 783 3 Y Yes 11 3
## 784 1 Y No 12 3
## 785 7 Y No 11 3
## 786 3 Y No 11 3
## 787 2 Y No 11 3
## 788 2 Y No 15 3
## 789 8 Y No 12 3
## 790 1 Y No 18 3
## 791 4 Y No 25 4
## 792 2 Y No 15 3
## 793 3 Y Yes 19 3
## 794 1 Y No 13 3
## 795 1 Y Yes 15 3
## 796 1 Y Yes 11 3
## 797 0 Y Yes 14 3
## 798 1 Y Yes 17 3
## 799 1 Y Yes 25 4
## 800 6 Y No 20 4
## 801 2 Y No 19 3
## 802 4 Y Yes 13 3
## 803 1 Y Yes 14 3
## 804 0 Y Yes 22 4
## 805 4 Y No 12 3
## 806 7 Y Yes 13 3
## 807 2 Y No 11 3
## 808 1 Y No 24 4
## 809 1 Y No 12 3
## 810 0 Y Yes 16 3
## 811 1 Y No 11 3
## 812 4 Y No 11 3
## 813 1 Y Yes 12 3
## 814 3 Y No 11 3
## 815 0 Y No 19 3
## 816 0 Y No 13 3
## 817 5 Y Yes 24 4
## 818 0 Y No 11 3
## 819 0 Y No 13 3
## 820 3 Y Yes 11 3
## 821 3 Y No 17 3
## 822 2 Y No 14 3
## 823 1 Y No 21 4
## 824 1 Y No 12 3
## 825 9 Y Yes 12 3
## 826 9 Y No 17 3
## 827 2 Y No 13 3
## 828 0 Y Yes 12 3
## 829 4 Y No 14 3
## 830 1 Y No 11 3
## 831 1 Y Yes 15 3
## 832 1 Y Yes 19 3
## 833 1 Y No 12 3
## 834 1 Y No 25 4
## 835 1 Y Yes 15 3
## 836 1 Y No 13 3
## 837 7 Y Yes 15 3
## 838 1 Y No 12 3
## 839 8 Y Yes 12 3
## 840 4 Y No 12 3
## 841 1 Y No 13 3
## 842 1 Y No 13 3
## 843 3 Y No 22 4
## 844 0 Y No 11 3
## 845 5 Y No 12 3
## 846 1 Y No 12 3
## 847 1 Y No 14 3
## 848 0 Y No 17 3
## 849 2 Y Yes 12 3
## 850 0 Y No 18 3
## 851 3 Y Yes 11 3
## 852 1 Y No 13 3
## 853 0 Y Yes 12 3
## 854 0 Y No 19 3
## 855 0 Y Yes 11 3
## 856 1 Y No 13 3
## 857 5 Y Yes 11 3
## 858 1 Y No 24 4
## 859 2 Y No 21 4
## 860 1 Y No 11 3
## 861 0 Y No 14 3
## 862 3 Y No 14 3
## 863 8 Y Yes 13 3
## 864 9 Y Yes 12 3
## 865 4 Y Yes 18 3
## 866 1 Y No 11 3
## 867 0 Y No 18 3
## 868 3 Y Yes 17 3
## 869 4 Y Yes 19 3
## 870 5 Y No 11 3
## 871 1 Y No 20 4
## 872 3 Y No 18 3
## 873 6 Y Yes 17 3
## 874 1 Y No 22 4
## 875 1 Y No 11 3
## 876 3 Y No 14 3
## 877 0 Y No 13 3
## 878 1 Y No 20 4
## 879 1 Y No 25 4
## 880 3 Y No 16 3
## 881 4 Y No 11 3
## 882 3 Y No 22 4
## 883 1 Y No 14 3
## 884 0 Y No 19 3
## 885 2 Y No 19 3
## 886 0 Y Yes 19 3
## 887 8 Y No 17 3
## 888 3 Y No 14 3
## 889 3 Y No 22 4
## 890 1 Y No 17 3
## 891 1 Y No 13 3
## 892 3 Y No 12 3
## 893 1 Y No 16 3
## 894 1 Y Yes 20 4
## 895 3 Y No 14 3
## 896 3 Y No 14 3
## 897 2 Y Yes 20 4
## 898 0 Y Yes 13 3
## 899 1 Y No 12 3
## 900 4 Y No 13 3
## 901 9 Y No 12 3
## 902 7 Y No 12 3
## 903 8 Y No 14 3
## 904 8 Y No 19 3
## 905 3 Y No 13 3
## 906 0 Y No 17 3
## 907 2 Y Yes 13 3
## 908 7 Y No 16 3
## 909 1 Y Yes 13 3
## 910 1 Y No 13 3
## 911 3 Y No 14 3
## 912 0 Y Yes 11 3
## 913 4 Y No 17 3
## 914 2 Y No 12 3
## 915 6 Y No 14 3
## 916 0 Y No 14 3
## 917 1 Y No 25 4
## 918 1 Y No 13 3
## 919 1 Y No 22 4
## 920 4 Y Yes 20 4
## 921 0 Y No 14 3
## 922 1 Y No 19 3
## 923 7 Y No 14 3
## 924 7 Y No 16 3
## 925 3 Y No 25 4
## 926 3 Y Yes 13 3
## 927 1 Y No 15 3
## 928 3 Y No 12 3
## 929 1 Y Yes 13 3
## 930 0 Y No 13 3
## 931 1 Y Yes 14 3
## 932 3 Y No 15 3
## 933 1 Y No 16 3
## 934 9 Y Yes 14 3
## 935 1 Y No 19 3
## 936 2 Y Yes 11 3
## 937 7 Y No 16 3
## 938 2 Y No 15 3
## 939 7 Y No 13 3
## 940 1 Y No 19 3
## 941 3 Y No 14 3
## 942 2 Y No 11 3
## 943 7 Y No 11 3
## 944 0 Y No 18 3
## 945 1 Y No 12 3
## 946 1 Y No 19 3
## 947 1 Y No 13 3
## 948 1 Y No 22 4
## 949 0 Y Yes 11 3
## 950 4 Y Yes 12 3
## 951 3 Y No 22 4
## 952 1 Y No 14 3
## 953 3 Y No 15 3
## 954 0 Y Yes 14 3
## 955 9 Y No 15 3
## 956 4 Y No 21 4
## 957 4 Y No 11 3
## 958 9 Y No 12 3
## 959 3 Y Yes 16 3
## 960 7 Y Yes 12 3
## 961 1 Y No 19 3
## 962 1 Y No 17 3
## 963 2 Y No 15 3
## 964 9 Y No 15 3
## 965 1 Y No 11 3
## 966 5 Y Yes 12 3
## 967 1 Y No 14 3
## 968 1 Y No 13 3
## 969 2 Y No 22 4
## 970 2 Y Yes 13 3
## 971 1 Y No 14 3
## 972 0 Y Yes 11 3
## 973 0 Y Yes 11 3
## 974 1 Y No 13 3
## 975 1 Y No 15 3
## 976 1 Y Yes 13 3
## 977 2 Y No 13 3
## 978 0 Y No 13 3
## 979 1 Y Yes 20 4
## 980 2 Y No 13 3
## 981 0 Y No 23 4
## 982 2 Y Yes 19 3
## 983 7 Y No 15 3
## 984 0 Y No 18 3
## 985 4 Y No 13 3
## 986 3 Y Yes 14 3
## 987 0 Y Yes 11 3
## 988 4 Y No 12 3
## 989 1 Y Yes 13 3
## 990 0 Y Yes 16 3
## 991 8 Y No 11 3
## 992 1 Y No 16 3
## 993 0 Y Yes 19 3
## 994 5 Y No 12 3
## 995 1 Y Yes 13 3
## 996 1 Y No 14 3
## 997 0 Y No 17 3
## 998 6 Y No 19 3
## 999 6 Y No 13 3
## 1000 1 Y Yes 24 4
## 1001 8 Y Yes 22 4
## 1002 3 Y No 19 3
## 1003 0 Y No 13 3
## 1004 5 Y No 13 3
## 1005 8 Y No 12 3
## 1006 3 Y Yes 12 3
## 1007 1 Y No 19 3
## 1008 9 Y No 14 3
## 1009 3 Y No 18 3
## 1010 2 Y Yes 20 4
## 1011 6 Y No 11 3
## 1012 6 Y No 15 3
## 1013 1 Y Yes 11 3
## 1014 4 Y No 17 3
## 1015 5 Y No 15 3
## 1016 5 Y No 12 3
## 1017 0 Y Yes 11 3
## 1018 1 Y No 13 3
## 1019 2 Y No 12 3
## 1020 1 Y No 15 3
## 1021 0 Y No 19 3
## 1022 4 Y No 15 3
## 1023 8 Y No 14 3
## 1024 3 Y No 23 4
## 1025 4 Y No 13 3
## 1026 2 Y No 13 3
## 1027 3 Y No 12 3
## 1028 1 Y Yes 11 3
## 1029 9 Y No 14 3
## 1030 9 Y No 14 3
## 1031 0 Y Yes 13 3
## 1032 0 Y No 13 3
## 1033 1 Y Yes 16 3
## 1034 1 Y Yes 13 3
## 1035 3 Y No 11 3
## 1036 1 Y Yes 11 3
## 1037 1 Y No 23 4
## 1038 2 Y No 15 3
## 1039 7 Y No 21 4
## 1040 4 Y No 12 3
## 1041 0 Y No 11 3
## 1042 3 Y Yes 11 3
## 1043 0 Y No 19 3
## 1044 1 Y Yes 14 3
## 1045 1 Y No 14 3
## 1046 1 Y No 15 3
## 1047 4 Y No 11 3
## 1048 6 Y No 11 3
## 1049 1 Y Yes 13 3
## 1050 6 Y Yes 14 3
## 1051 0 Y No 16 3
## 1052 1 Y No 13 3
## 1053 4 Y Yes 14 3
## 1054 5 Y No 18 3
## 1055 2 Y No 13 3
## 1056 5 Y No 13 3
## 1057 5 Y No 19 3
## 1058 5 Y Yes 22 4
## 1059 2 Y No 13 3
## 1060 0 Y No 17 3
## 1061 0 Y No 24 4
## 1062 1 Y No 13 3
## 1063 3 Y No 23 4
## 1064 1 Y Yes 21 4
## 1065 2 Y Yes 13 3
## 1066 1 Y No 14 3
## 1067 2 Y No 14 3
## 1068 5 Y No 11 3
## 1069 0 Y No 14 3
## 1070 7 Y No 15 3
## 1071 8 Y No 14 3
## 1072 1 Y No 12 3
## 1073 1 Y No 17 3
## 1074 3 Y No 16 3
## 1075 4 Y No 16 3
## 1076 8 Y No 23 4
## 1077 4 Y No 11 3
## 1078 1 Y No 11 3
## 1079 4 Y No 12 3
## 1080 2 Y No 11 3
## 1081 2 Y No 14 3
## 1082 1 Y No 12 3
## 1083 1 Y No 19 3
## 1084 9 Y No 11 3
## 1085 0 Y No 21 4
## 1086 5 Y Yes 21 4
## 1087 1 Y No 19 3
## 1088 6 Y Yes 13 3
## 1089 0 Y Yes 12 3
## 1090 1 Y Yes 11 3
## 1091 1 Y Yes 14 3
## 1092 1 Y No 24 4
## 1093 1 Y Yes 14 3
## 1094 7 Y No 12 3
## 1095 1 Y No 12 3
## 1096 6 Y No 12 3
## 1097 2 Y No 14 3
## 1098 6 Y No 11 3
## 1099 1 Y No 13 3
## 1100 1 Y No 15 3
## 1101 1 Y No 14 3
## 1102 7 Y No 12 3
## 1103 3 Y No 18 3
## 1104 7 Y Yes 18 3
## 1105 2 Y No 18 3
## 1106 0 Y No 14 3
## 1107 1 Y Yes 14 3
## 1108 4 Y No 11 3
## 1109 1 Y No 14 3
## 1110 0 Y No 16 3
## 1111 1 Y No 12 3
## 1112 3 Y Yes 14 3
## 1113 7 Y Yes 12 3
## 1114 3 Y Yes 14 3
## 1115 2 Y No 23 4
## 1116 0 Y No 19 3
## 1117 2 Y Yes 12 3
## 1118 0 Y No 11 3
## 1119 2 Y Yes 13 3
## 1120 1 Y Yes 18 3
## 1121 4 Y Yes 13 3
## 1122 2 Y No 22 4
## 1123 1 Y No 21 4
## 1124 9 Y No 23 4
## 1125 0 Y No 17 3
## 1126 0 Y No 21 4
## 1127 1 Y Yes 16 3
## 1128 8 Y No 20 4
## 1129 1 Y No 19 3
## 1130 1 Y No 15 3
## 1131 9 Y No 12 3
## 1132 6 Y Yes 13 3
## 1133 1 Y No 13 3
## 1134 1 Y No 22 4
## 1135 7 Y No 22 4
## 1136 1 Y No 16 3
## 1137 6 Y No 20 4
## 1138 0 Y No 17 3
## 1139 0 Y No 12 3
## 1140 1 Y No 24 4
## 1141 0 Y No 21 4
## 1142 0 Y No 11 3
## 1143 7 Y No 14 3
## 1144 1 Y No 14 3
## 1145 4 Y Yes 11 3
## 1146 8 Y No 15 3
## 1147 2 Y No 12 3
## 1148 8 Y No 12 3
## 1149 1 Y No 15 3
## 1150 1 Y No 19 3
## 1151 1 Y No 11 3
## 1152 3 Y No 20 4
## 1153 3 Y No 12 3
## 1154 1 Y Yes 11 3
## 1155 1 Y No 14 3
## 1156 3 Y No 18 3
## 1157 6 Y Yes 19 3
## 1158 4 Y Yes 22 4
## 1159 1 Y No 13 3
## 1160 6 Y No 20 4
## 1161 1 Y Yes 11 3
## 1162 4 Y Yes 14 3
## 1163 1 Y No 13 3
## 1164 4 Y No 17 3
## 1165 1 Y Yes 14 3
## 1166 1 Y No 20 4
## 1167 4 Y No 20 4
## 1168 0 Y No 11 3
## 1169 0 Y No 12 3
## 1170 1 Y Yes 12 3
## RelationshipSatisfaction StandardHours StockOptionLevel TotalWorkingYears
## 1 3 80 1 8
## 2 1 80 0 21
## 3 3 80 0 10
## 4 3 80 2 14
## 5 3 80 0 6
## 6 3 80 2 9
## 7 1 80 0 7
## 8 3 80 3 8
## 9 4 80 1 1
## 10 2 80 1 8
## 11 4 80 0 21
## 12 2 80 1 3
## 13 2 80 0 17
## 14 1 80 1 1
## 15 3 80 0 10
## 16 4 80 1 9
## 17 3 80 1 8
## 18 3 80 0 7
## 19 1 80 3 6
## 20 4 80 1 10
## 21 3 80 1 13
## 22 4 80 0 12
## 23 2 80 1 10
## 24 4 80 0 10
## 25 1 80 0 6
## 26 3 80 1 26
## 27 4 80 1 10
## 28 1 80 0 6
## 29 2 80 0 15
## 30 1 80 1 5
## 31 4 80 3 9
## 32 4 80 3 14
## 33 2 80 1 28
## 34 2 80 1 10
## 35 2 80 0 8
## 36 3 80 0 5
## 37 3 80 0 15
## 38 2 80 3 16
## 39 1 80 0 36
## 40 1 80 1 3
## 41 4 80 1 37
## 42 1 80 0 9
## 43 2 80 1 17
## 44 4 80 0 24
## 45 4 80 1 1
## 46 3 80 0 12
## 47 2 80 0 10
## 48 2 80 2 9
## 49 4 80 0 0
## 50 4 80 1 6
## 51 4 80 0 8
## 52 3 80 1 32
## 53 4 80 1 10
## 54 2 80 0 9
## 55 4 80 0 11
## 56 2 80 2 5
## 57 4 80 0 7
## 58 4 80 0 10
## 59 1 80 2 15
## 60 4 80 0 1
## 61 1 80 1 16
## 62 1 80 0 10
## 63 3 80 1 3
## 64 3 80 0 0
## 65 1 80 1 1
## 66 4 80 2 7
## 67 2 80 0 17
## 68 3 80 0 5
## 69 4 80 1 5
## 70 2 80 0 17
## 71 1 80 1 12
## 72 4 80 0 6
## 73 1 80 0 8
## 74 1 80 1 6
## 75 3 80 0 10
## 76 4 80 0 12
## 77 4 80 0 10
## 78 2 80 0 27
## 79 4 80 0 23
## 80 3 80 3 1
## 81 1 80 0 15
## 82 2 80 1 17
## 83 4 80 1 10
## 84 1 80 2 13
## 85 4 80 0 18
## 86 1 80 0 30
## 87 4 80 0 20
## 88 4 80 1 5
## 89 4 80 0 9
## 90 4 80 0 22
## 91 3 80 1 1
## 92 1 80 1 11
## 93 2 80 0 7
## 94 3 80 0 10
## 95 2 80 0 21
## 96 3 80 0 20
## 97 4 80 1 23
## 98 4 80 1 17
## 99 3 80 3 4
## 100 1 80 1 7
## 101 2 80 0 6
## 102 1 80 1 13
## 103 1 80 1 6
## 104 1 80 1 5
## 105 2 80 0 35
## 106 2 80 1 8
## 107 1 80 1 10
## 108 1 80 1 35
## 109 4 80 1 13
## 110 4 80 0 4
## 111 4 80 1 3
## 112 2 80 1 26
## 113 4 80 0 18
## 114 1 80 1 16
## 115 4 80 3 15
## 116 4 80 0 10
## 117 2 80 0 5
## 118 1 80 1 10
## 119 1 80 1 13
## 120 4 80 0 14
## 121 1 80 1 10
## 122 4 80 0 2
## 123 3 80 1 18
## 124 1 80 0 8
## 125 1 80 0 10
## 126 4 80 0 10
## 127 2 80 0 10
## 128 4 80 2 10
## 129 1 80 0 20
## 130 4 80 1 25
## 131 2 80 1 10
## 132 3 80 0 8
## 133 4 80 3 7
## 134 3 80 0 7
## 135 2 80 1 9
## 136 4 80 1 8
## 137 4 80 1 1
## 138 3 80 1 22
## 139 4 80 0 8
## 140 1 80 0 12
## 141 1 80 1 33
## 142 4 80 2 2
## 143 2 80 1 13
## 144 2 80 1 7
## 145 2 80 3 15
## 146 1 80 1 4
## 147 4 80 1 8
## 148 4 80 1 8
## 149 4 80 0 6
## 150 2 80 1 6
## 151 3 80 0 9
## 152 4 80 0 10
## 153 3 80 1 13
## 154 1 80 0 11
## 155 2 80 2 1
## 156 2 80 1 4
## 157 3 80 1 15
## 158 4 80 3 21
## 159 3 80 1 18
## 160 3 80 0 20
## 161 3 80 2 10
## 162 1 80 0 10
## 163 4 80 0 6
## 164 3 80 0 10
## 165 3 80 2 12
## 166 4 80 0 2
## 167 2 80 2 27
## 168 3 80 1 10
## 169 2 80 2 18
## 170 1 80 1 11
## 171 4 80 1 10
## 172 3 80 1 16
## 173 4 80 0 28
## 174 4 80 2 10
## 175 3 80 1 22
## 176 3 80 0 2
## 177 4 80 1 24
## 178 2 80 1 6
## 179 4 80 0 9
## 180 3 80 0 12
## 181 2 80 1 15
## 182 4 80 1 11
## 183 4 80 0 18
## 184 4 80 0 9
## 185 1 80 1 8
## 186 4 80 1 5
## 187 3 80 2 7
## 188 3 80 3 29
## 189 1 80 2 28
## 190 2 80 0 5
## 191 4 80 2 11
## 192 4 80 2 9
## 193 3 80 1 19
## 194 1 80 1 14
## 195 4 80 0 5
## 196 2 80 0 1
## 197 2 80 2 10
## 198 2 80 1 22
## 199 4 80 1 24
## 200 4 80 1 1
## 201 4 80 0 22
## 202 2 80 2 10
## 203 3 80 1 14
## 204 4 80 0 10
## 205 1 80 1 6
## 206 4 80 0 8
## 207 2 80 0 7
## 208 2 80 0 17
## 209 4 80 1 8
## 210 3 80 1 12
## 211 3 80 1 21
## 212 2 80 0 21
## 213 1 80 0 4
## 214 4 80 1 8
## 215 4 80 0 5
## 216 3 80 1 8
## 217 3 80 1 18
## 218 2 80 1 24
## 219 3 80 0 5
## 220 2 80 0 8
## 221 3 80 0 6
## 222 4 80 2 5
## 223 3 80 1 7
## 224 4 80 1 1
## 225 4 80 2 10
## 226 3 80 0 12
## 227 3 80 1 1
## 228 1 80 1 4
## 229 1 80 1 4
## 230 2 80 1 30
## 231 1 80 2 10
## 232 1 80 0 2
## 233 3 80 0 25
## 234 4 80 1 16
## 235 4 80 2 25
## 236 3 80 0 17
## 237 1 80 0 24
## 238 4 80 1 6
## 239 3 80 0 6
## 240 3 80 3 19
## 241 4 80 1 10
## 242 3 80 0 22
## 243 4 80 1 6
## 244 1 80 0 6
## 245 3 80 1 10
## 246 3 80 3 8
## 247 3 80 0 11
## 248 2 80 1 3
## 249 1 80 2 12
## 250 2 80 1 22
## 251 3 80 3 1
## 252 4 80 2 12
## 253 4 80 0 1
## 254 3 80 0 2
## 255 3 80 1 16
## 256 3 80 0 7
## 257 3 80 1 2
## 258 2 80 2 8
## 259 4 80 3 9
## 260 3 80 1 7
## 261 3 80 0 3
## 262 3 80 0 11
## 263 3 80 1 8
## 264 2 80 1 3
## 265 3 80 1 6
## 266 3 80 1 6
## 267 4 80 2 16
## 268 1 80 0 1
## 269 3 80 3 9
## 270 3 80 1 7
## 271 2 80 2 10
## 272 3 80 1 11
## 273 4 80 1 9
## 274 1 80 2 11
## 275 4 80 0 36
## 276 4 80 1 28
## 277 4 80 1 2
## 278 1 80 0 9
## 279 4 80 0 6
## 280 2 80 0 4
## 281 1 80 1 10
## 282 3 80 0 20
## 283 4 80 1 12
## 284 4 80 3 13
## 285 4 80 1 7
## 286 2 80 1 15
## 287 1 80 0 1
## 288 3 80 1 3
## 289 3 80 1 10
## 290 2 80 1 3
## 291 4 80 2 8
## 292 3 80 1 11
## 293 4 80 0 7
## 294 1 80 2 14
## 295 4 80 0 21
## 296 3 80 1 5
## 297 3 80 0 10
## 298 4 80 0 9
## 299 1 80 0 4
## 300 4 80 0 5
## 301 4 80 1 10
## 302 4 80 1 9
## 303 4 80 1 8
## 304 2 80 0 10
## 305 1 80 0 7
## 306 4 80 0 6
## 307 2 80 0 8
## 308 4 80 3 6
## 309 4 80 2 17
## 310 3 80 1 4
## 311 2 80 1 9
## 312 3 80 0 22
## 313 1 80 0 7
## 314 3 80 0 10
## 315 4 80 0 10
## 316 3 80 0 9
## 317 4 80 1 6
## 318 2 80 0 4
## 319 4 80 2 8
## 320 4 80 0 1
## 321 3 80 0 5
## 322 4 80 1 10
## 323 2 80 1 10
## 324 1 80 3 19
## 325 3 80 1 21
## 326 3 80 0 1
## 327 4 80 1 23
## 328 3 80 1 9
## 329 3 80 1 20
## 330 3 80 1 21
## 331 1 80 0 23
## 332 3 80 0 14
## 333 3 80 3 6
## 334 4 80 0 9
## 335 4 80 1 30
## 336 2 80 0 14
## 337 4 80 1 5
## 338 3 80 0 7
## 339 4 80 0 5
## 340 4 80 1 1
## 341 4 80 1 6
## 342 2 80 1 2
## 343 3 80 1 9
## 344 3 80 1 1
## 345 3 80 3 8
## 346 1 80 0 21
## 347 4 80 0 5
## 348 1 80 1 6
## 349 4 80 0 6
## 350 3 80 0 30
## 351 2 80 1 18
## 352 2 80 1 10
## 353 4 80 1 16
## 354 3 80 0 8
## 355 4 80 1 23
## 356 4 80 0 15
## 357 3 80 0 5
## 358 2 80 0 6
## 359 2 80 1 9
## 360 3 80 1 16
## 361 1 80 1 34
## 362 4 80 0 1
## 363 4 80 1 33
## 364 4 80 1 22
## 365 4 80 1 23
## 366 4 80 3 36
## 367 3 80 2 15
## 368 4 80 0 9
## 369 4 80 1 4
## 370 3 80 0 10
## 371 3 80 1 4
## 372 3 80 0 10
## 373 1 80 1 24
## 374 1 80 1 8
## 375 1 80 0 2
## 376 4 80 0 32
## 377 3 80 0 18
## 378 3 80 2 14
## 379 1 80 1 6
## 380 2 80 0 7
## 381 2 80 1 21
## 382 4 80 1 8
## 383 1 80 3 15
## 384 3 80 1 3
## 385 3 80 3 18
## 386 2 80 1 15
## 387 1 80 0 10
## 388 2 80 2 8
## 389 3 80 0 17
## 390 3 80 0 3
## 391 2 80 1 6
## 392 3 80 1 5
## 393 4 80 1 4
## 394 4 80 0 22
## 395 4 80 0 8
## 396 2 80 1 3
## 397 3 80 0 26
## 398 4 80 0 2
## 399 1 80 1 13
## 400 2 80 0 16
## 401 3 80 0 11
## 402 2 80 1 11
## 403 3 80 0 7
## 404 3 80 2 9
## 405 4 80 0 6
## 406 3 80 1 21
## 407 1 80 2 13
## 408 3 80 1 7
## 409 3 80 0 31
## 410 3 80 1 22
## 411 3 80 0 6
## 412 2 80 0 10
## 413 1 80 0 8
## 414 3 80 0 4
## 415 4 80 1 3
## 416 3 80 1 15
## 417 3 80 0 12
## 418 4 80 2 4
## 419 2 80 1 14
## 420 3 80 0 10
## 421 3 80 0 5
## 422 1 80 2 15
## 423 2 80 0 12
## 424 3 80 0 0
## 425 3 80 1 5
## 426 3 80 1 18
## 427 2 80 2 1
## 428 1 80 0 3
## 429 4 80 0 4
## 430 2 80 1 13
## 431 1 80 0 5
## 432 2 80 1 6
## 433 1 80 0 20
## 434 3 80 1 1
## 435 2 80 1 11
## 436 1 80 1 8
## 437 4 80 0 5
## 438 4 80 0 8
## 439 3 80 0 3
## 440 3 80 0 10
## 441 4 80 0 10
## 442 3 80 1 9
## 443 3 80 0 5
## 444 1 80 3 8
## 445 3 80 1 24
## 446 3 80 1 17
## 447 4 80 2 19
## 448 3 80 2 10
## 449 4 80 0 10
## 450 1 80 1 10
## 451 1 80 1 10
## 452 3 80 0 6
## 453 4 80 0 10
## 454 2 80 0 10
## 455 1 80 1 21
## 456 2 80 0 21
## 457 1 80 2 10
## 458 4 80 0 11
## 459 4 80 1 5
## 460 3 80 0 10
## 461 4 80 1 8
## 462 3 80 0 15
## 463 4 80 0 16
## 464 4 80 0 9
## 465 4 80 1 6
## 466 3 80 0 6
## 467 4 80 0 7
## 468 2 80 0 5
## 469 4 80 0 7
## 470 3 80 2 5
## 471 3 80 1 6
## 472 2 80 0 1
## 473 2 80 0 17
## 474 2 80 0 9
## 475 4 80 1 4
## 476 3 80 0 14
## 477 4 80 2 9
## 478 1 80 2 8
## 479 3 80 0 12
## 480 1 80 1 16
## 481 1 80 1 6
## 482 2 80 1 8
## 483 2 80 0 16
## 484 3 80 1 19
## 485 4 80 1 40
## 486 1 80 0 8
## 487 3 80 0 1
## 488 4 80 1 5
## 489 4 80 0 23
## 490 4 80 0 10
## 491 4 80 0 22
## 492 2 80 0 25
## 493 3 80 0 8
## 494 4 80 0 11
## 495 1 80 1 10
## 496 3 80 1 29
## 497 4 80 2 8
## 498 3 80 3 4
## 499 2 80 2 17
## 500 3 80 1 10
## 501 4 80 0 31
## 502 2 80 0 6
## 503 3 80 2 19
## 504 3 80 1 10
## 505 2 80 2 26
## 506 1 80 1 12
## 507 2 80 0 1
## 508 2 80 0 14
## 509 3 80 1 13
## 510 4 80 0 23
## 511 3 80 1 10
## 512 2 80 1 13
## 513 1 80 1 10
## 514 3 80 0 15
## 515 3 80 0 3
## 516 4 80 1 13
## 517 3 80 3 1
## 518 2 80 3 7
## 519 1 80 1 10
## 520 4 80 0 5
## 521 3 80 0 6
## 522 3 80 3 1
## 523 3 80 1 25
## 524 3 80 1 31
## 525 1 80 1 7
## 526 1 80 1 30
## 527 1 80 1 9
## 528 4 80 0 6
## 529 1 80 0 6
## 530 1 80 3 7
## 531 1 80 1 20
## 532 1 80 0 15
## 533 3 80 1 10
## 534 2 80 1 9
## 535 4 80 0 7
## 536 4 80 3 7
## 537 3 80 0 10
## 538 3 80 1 4
## 539 2 80 0 6
## 540 4 80 0 9
## 541 1 80 3 10
## 542 2 80 1 14
## 543 4 80 1 1
## 544 2 80 0 14
## 545 3 80 0 6
## 546 2 80 0 10
## 547 3 80 1 29
## 548 4 80 0 10
## 549 3 80 1 19
## 550 1 80 0 6
## 551 2 80 1 22
## 552 4 80 1 6
## 553 4 80 0 10
## 554 1 80 2 13
## 555 4 80 1 5
## 556 3 80 1 17
## 557 3 80 0 19
## 558 4 80 1 6
## 559 4 80 1 10
## 560 2 80 1 8
## 561 3 80 0 13
## 562 2 80 0 23
## 563 2 80 1 4
## 564 3 80 1 13
## 565 3 80 2 7
## 566 3 80 0 6
## 567 4 80 0 9
## 568 4 80 1 10
## 569 1 80 0 10
## 570 4 80 1 22
## 571 3 80 1 14
## 572 1 80 0 1
## 573 3 80 1 7
## 574 3 80 2 10
## 575 4 80 2 6
## 576 3 80 1 7
## 577 1 80 0 20
## 578 4 80 0 7
## 579 4 80 0 10
## 580 2 80 2 6
## 581 3 80 3 7
## 582 2 80 0 16
## 583 3 80 1 15
## 584 1 80 0 8
## 585 4 80 0 9
## 586 3 80 1 15
## 587 4 80 3 17
## 588 2 80 0 10
## 589 1 80 0 8
## 590 3 80 1 4
## 591 2 80 0 4
## 592 3 80 0 16
## 593 4 80 1 5
## 594 4 80 1 10
## 595 4 80 2 18
## 596 1 80 1 9
## 597 1 80 0 16
## 598 2 80 1 20
## 599 2 80 1 6
## 600 1 80 1 6
## 601 3 80 1 1
## 602 2 80 1 9
## 603 3 80 3 9
## 604 1 80 1 10
## 605 3 80 0 2
## 606 3 80 0 32
## 607 4 80 0 20
## 608 3 80 1 8
## 609 4 80 0 8
## 610 4 80 0 3
## 611 2 80 1 10
## 612 1 80 0 10
## 613 1 80 0 13
## 614 2 80 0 1
## 615 1 80 1 10
## 616 3 80 1 15
## 617 4 80 0 8
## 618 3 80 1 9
## 619 1 80 1 9
## 620 3 80 2 1
## 621 2 80 0 1
## 622 3 80 0 20
## 623 3 80 0 10
## 624 3 80 0 9
## 625 3 80 0 8
## 626 2 80 3 5
## 627 3 80 2 5
## 628 2 80 1 12
## 629 2 80 1 23
## 630 2 80 0 9
## 631 2 80 1 19
## 632 1 80 0 14
## 633 3 80 0 19
## 634 1 80 1 7
## 635 1 80 1 10
## 636 2 80 1 2
## 637 4 80 1 23
## 638 3 80 1 9
## 639 2 80 2 6
## 640 2 80 1 5
## 641 2 80 1 1
## 642 2 80 1 15
## 643 2 80 0 31
## 644 2 80 1 5
## 645 1 80 1 5
## 646 1 80 1 15
## 647 4 80 0 0
## 648 3 80 3 3
## 649 2 80 0 16
## 650 2 80 0 10
## 651 2 80 0 3
## 652 2 80 1 12
## 653 3 80 0 20
## 654 2 80 1 15
## 655 3 80 0 4
## 656 3 80 1 5
## 657 4 80 2 16
## 658 1 80 1 26
## 659 4 80 0 8
## 660 3 80 0 6
## 661 4 80 2 10
## 662 3 80 1 14
## 663 2 80 1 13
## 664 1 80 1 3
## 665 3 80 0 10
## 666 4 80 0 10
## 667 4 80 1 11
## 668 1 80 3 8
## 669 1 80 1 10
## 670 1 80 0 36
## 671 1 80 0 16
## 672 3 80 2 6
## 673 4 80 0 5
## 674 1 80 1 10
## 675 1 80 0 5
## 676 3 80 1 26
## 677 1 80 1 10
## 678 1 80 1 10
## 679 2 80 3 18
## 680 2 80 0 13
## 681 1 80 0 5
## 682 1 80 1 8
## 683 2 80 2 10
## 684 2 80 1 12
## 685 3 80 1 5
## 686 4 80 1 13
## 687 1 80 0 9
## 688 4 80 0 7
## 689 3 80 0 1
## 690 4 80 3 13
## 691 3 80 0 10
## 692 4 80 1 10
## 693 2 80 0 14
## 694 3 80 0 3
## 695 3 80 2 6
## 696 1 80 0 3
## 697 2 80 1 23
## 698 4 80 0 16
## 699 3 80 0 0
## 700 1 80 1 25
## 701 4 80 0 1
## 702 1 80 0 6
## 703 2 80 1 16
## 704 3 80 0 6
## 705 4 80 0 7
## 706 4 80 0 16
## 707 2 80 1 14
## 708 4 80 0 8
## 709 2 80 1 5
## 710 4 80 1 31
## 711 4 80 2 9
## 712 3 80 1 32
## 713 3 80 0 7
## 714 1 80 1 16
## 715 2 80 0 10
## 716 3 80 1 1
## 717 1 80 1 10
## 718 4 80 0 10
## 719 1 80 0 13
## 720 2 80 3 10
## 721 3 80 1 10
## 722 1 80 3 9
## 723 3 80 2 10
## 724 2 80 0 15
## 725 4 80 0 8
## 726 4 80 2 5
## 727 2 80 1 10
## 728 4 80 1 5
## 729 2 80 0 1
## 730 3 80 1 3
## 731 3 80 1 4
## 732 1 80 0 12
## 733 1 80 0 1
## 734 4 80 0 6
## 735 3 80 0 1
## 736 2 80 0 9
## 737 1 80 1 21
## 738 4 80 0 13
## 739 2 80 0 5
## 740 4 80 0 9
## 741 4 80 0 6
## 742 3 80 1 10
## 743 1 80 0 10
## 744 3 80 0 3
## 745 2 80 1 6
## 746 2 80 3 2
## 747 4 80 3 4
## 748 3 80 0 14
## 749 2 80 3 6
## 750 1 80 0 4
## 751 2 80 0 2
## 752 1 80 0 3
## 753 3 80 1 32
## 754 3 80 3 14
## 755 1 80 1 16
## 756 3 80 0 9
## 757 4 80 1 10
## 758 2 80 1 20
## 759 4 80 1 7
## 760 1 80 0 26
## 761 3 80 0 3
## 762 3 80 1 26
## 763 1 80 0 19
## 764 1 80 1 19
## 765 3 80 1 4
## 766 1 80 0 10
## 767 3 80 0 10
## 768 3 80 1 20
## 769 3 80 1 12
## 770 4 80 1 15
## 771 3 80 0 9
## 772 3 80 3 24
## 773 4 80 0 20
## 774 1 80 1 2
## 775 3 80 1 24
## 776 4 80 0 2
## 777 1 80 1 6
## 778 3 80 3 1
## 779 3 80 0 7
## 780 2 80 3 4
## 781 4 80 0 4
## 782 1 80 0 20
## 783 3 80 1 7
## 784 1 80 1 10
## 785 4 80 1 4
## 786 3 80 0 9
## 787 4 80 0 15
## 788 1 80 0 11
## 789 2 80 3 34
## 790 4 80 0 2
## 791 1 80 1 10
## 792 4 80 0 9
## 793 4 80 1 10
## 794 2 80 3 17
## 795 1 80 2 7
## 796 1 80 0 10
## 797 2 80 0 21
## 798 3 80 0 1
## 799 2 80 0 1
## 800 1 80 1 13
## 801 1 80 2 10
## 802 3 80 0 10
## 803 4 80 0 21
## 804 1 80 0 9
## 805 3 80 1 17
## 806 4 80 1 15
## 807 2 80 0 6
## 808 1 80 2 2
## 809 2 80 1 10
## 810 4 80 1 6
## 811 3 80 2 12
## 812 2 80 1 7
## 813 4 80 1 5
## 814 3 80 1 27
## 815 4 80 1 3
## 816 2 80 1 15
## 817 2 80 0 12
## 818 4 80 0 14
## 819 4 80 0 6
## 820 4 80 0 6
## 821 4 80 2 6
## 822 4 80 1 10
## 823 4 80 2 8
## 824 3 80 1 2
## 825 2 80 2 7
## 826 4 80 2 23
## 827 1 80 3 10
## 828 4 80 0 4
## 829 2 80 1 9
## 830 3 80 1 32
## 831 3 80 1 9
## 832 4 80 0 0
## 833 3 80 3 6
## 834 3 80 0 1
## 835 4 80 1 34
## 836 4 80 1 9
## 837 4 80 0 8
## 838 4 80 0 10
## 839 3 80 1 28
## 840 4 80 0 29
## 841 3 80 0 0
## 842 1 80 0 10
## 843 3 80 0 31
## 844 4 80 1 10
## 845 1 80 0 6
## 846 4 80 1 10
## 847 4 80 0 1
## 848 1 80 3 19
## 849 1 80 2 8
## 850 1 80 1 8
## 851 3 80 1 4
## 852 1 80 0 10
## 853 4 80 0 10
## 854 3 80 0 9
## 855 4 80 0 4
## 856 1 80 1 1
## 857 3 80 0 8
## 858 1 80 1 10
## 859 4 80 1 7
## 860 4 80 1 10
## 861 2 80 0 8
## 862 4 80 0 23
## 863 2 80 0 9
## 864 4 80 2 28
## 865 4 80 2 10
## 866 3 80 0 11
## 867 1 80 0 4
## 868 3 80 1 11
## 869 3 80 1 7
## 870 4 80 0 10
## 871 3 80 1 7
## 872 1 80 0 5
## 873 3 80 0 24
## 874 2 80 0 5
## 875 1 80 2 7
## 876 3 80 1 19
## 877 1 80 1 8
## 878 3 80 0 2
## 879 3 80 3 10
## 880 2 80 0 29
## 881 1 80 1 28
## 882 3 80 1 7
## 883 1 80 1 6
## 884 2 80 1 5
## 885 2 80 2 10
## 886 1 80 1 4
## 887 4 80 2 11
## 888 3 80 1 7
## 889 4 80 1 10
## 890 2 80 0 6
## 891 3 80 0 9
## 892 2 80 1 9
## 893 4 80 0 9
## 894 2 80 2 6
## 895 2 80 2 29
## 896 3 80 1 12
## 897 3 80 0 11
## 898 4 80 0 21
## 899 4 80 0 10
## 900 2 80 1 6
## 901 4 80 1 6
## 902 3 80 1 11
## 903 3 80 1 18
## 904 3 80 2 8
## 905 2 80 1 26
## 906 3 80 1 4
## 907 3 80 1 21
## 908 3 80 2 8
## 909 3 80 0 2
## 910 4 80 0 1
## 911 2 80 1 25
## 912 2 80 1 7
## 913 4 80 1 7
## 914 4 80 0 14
## 915 2 80 0 8
## 916 2 80 0 5
## 917 3 80 1 3
## 918 1 80 0 5
## 919 2 80 0 1
## 920 1 80 3 12
## 921 1 80 0 4
## 922 4 80 0 1
## 923 2 80 1 9
## 924 1 80 1 10
## 925 3 80 1 36
## 926 3 80 1 10
## 927 3 80 2 10
## 928 1 80 1 20
## 929 2 80 2 1
## 930 3 80 0 8
## 931 3 80 1 15
## 932 4 80 0 10
## 933 3 80 1 10
## 934 4 80 1 3
## 935 2 80 0 1
## 936 3 80 0 4
## 937 3 80 1 17
## 938 4 80 0 18
## 939 1 80 0 18
## 940 4 80 1 1
## 941 2 80 0 15
## 942 1 80 1 11
## 943 4 80 0 28
## 944 2 80 1 4
## 945 1 80 0 0
## 946 4 80 1 6
## 947 2 80 0 1
## 948 2 80 2 3
## 949 2 80 1 8
## 950 4 80 0 8
## 951 2 80 2 10
## 952 2 80 1 8
## 953 1 80 0 8
## 954 3 80 0 6
## 955 3 80 0 9
## 956 3 80 2 9
## 957 1 80 0 37
## 958 2 80 0 10
## 959 4 80 0 21
## 960 4 80 0 40
## 961 1 80 0 6
## 962 1 80 2 9
## 963 3 80 1 13
## 964 3 80 1 12
## 965 3 80 2 2
## 966 4 80 1 29
## 967 2 80 0 5
## 968 2 80 2 10
## 969 3 80 1 32
## 970 4 80 1 5
## 971 1 80 0 7
## 972 3 80 2 10
## 973 3 80 0 5
## 974 4 80 0 1
## 975 2 80 2 5
## 976 3 80 0 4
## 977 4 80 0 19
## 978 1 80 0 6
## 979 2 80 1 17
## 980 3 80 1 23
## 981 1 80 2 6
## 982 3 80 1 15
## 983 2 80 0 6
## 984 4 80 0 5
## 985 1 80 1 8
## 986 1 80 0 8
## 987 2 80 1 1
## 988 3 80 1 7
## 989 3 80 0 21
## 990 4 80 0 3
## 991 3 80 2 13
## 992 4 80 1 5
## 993 4 80 0 12
## 994 4 80 3 5
## 995 2 80 0 6
## 996 3 80 0 16
## 997 2 80 1 3
## 998 4 80 0 29
## 999 2 80 1 12
## 1000 3 80 0 1
## 1001 4 80 1 16
## 1002 1 80 0 5
## 1003 3 80 2 10
## 1004 3 80 3 20
## 1005 4 80 1 10
## 1006 3 80 0 9
## 1007 1 80 0 2
## 1008 2 80 1 10
## 1009 2 80 1 26
## 1010 4 80 1 13
## 1011 2 80 2 17
## 1012 3 80 1 12
## 1013 4 80 0 13
## 1014 3 80 1 11
## 1015 3 80 0 9
## 1016 3 80 1 8
## 1017 3 80 1 10
## 1018 1 80 2 10
## 1019 3 80 1 12
## 1020 4 80 0 0
## 1021 2 80 1 9
## 1022 2 80 0 7
## 1023 2 80 3 7
## 1024 4 80 1 25
## 1025 2 80 1 21
## 1026 3 80 0 21
## 1027 4 80 0 9
## 1028 2 80 0 5
## 1029 1 80 0 4
## 1030 4 80 1 24
## 1031 1 80 3 4
## 1032 2 80 0 10
## 1033 2 80 1 9
## 1034 3 80 1 1
## 1035 3 80 2 11
## 1036 4 80 0 1
## 1037 2 80 0 6
## 1038 3 80 1 16
## 1039 3 80 0 9
## 1040 1 80 1 11
## 1041 2 80 0 6
## 1042 2 80 0 6
## 1043 3 80 2 10
## 1044 4 80 1 18
## 1045 3 80 0 5
## 1046 1 80 2 1
## 1047 1 80 2 7
## 1048 2 80 2 12
## 1049 4 80 0 8
## 1050 4 80 2 7
## 1051 2 80 1 34
## 1052 1 80 0 8
## 1053 4 80 0 8
## 1054 2 80 1 6
## 1055 3 80 0 6
## 1056 3 80 1 6
## 1057 3 80 1 6
## 1058 3 80 1 22
## 1059 3 80 0 19
## 1060 1 80 0 6
## 1061 1 80 1 13
## 1062 1 80 1 9
## 1063 3 80 1 15
## 1064 2 80 1 3
## 1065 4 80 1 12
## 1066 4 80 1 5
## 1067 2 80 3 20
## 1068 4 80 0 33
## 1069 1 80 2 5
## 1070 4 80 1 4
## 1071 2 80 1 5
## 1072 2 80 1 13
## 1073 4 80 0 2
## 1074 3 80 1 10
## 1075 3 80 1 6
## 1076 1 80 0 28
## 1077 4 80 1 26
## 1078 1 80 1 10
## 1079 4 80 0 10
## 1080 2 80 1 19
## 1081 4 80 0 8
## 1082 4 80 1 4
## 1083 1 80 1 1
## 1084 3 80 0 15
## 1085 2 80 0 10
## 1086 3 80 1 20
## 1087 3 80 1 6
## 1088 2 80 1 6
## 1089 3 80 1 6
## 1090 4 80 0 6
## 1091 1 80 2 7
## 1092 1 80 1 15
## 1093 3 80 3 10
## 1094 2 80 1 7
## 1095 4 80 2 6
## 1096 2 80 1 8
## 1097 1 80 1 17
## 1098 3 80 1 6
## 1099 3 80 1 8
## 1100 2 80 0 10
## 1101 2 80 1 21
## 1102 3 80 2 8
## 1103 4 80 1 13
## 1104 4 80 1 35
## 1105 3 80 0 8
## 1106 4 80 2 8
## 1107 4 80 2 9
## 1108 2 80 0 10
## 1109 4 80 0 7
## 1110 4 80 1 6
## 1111 4 80 1 15
## 1112 3 80 1 14
## 1113 4 80 0 15
## 1114 1 80 1 18
## 1115 2 80 0 25
## 1116 4 80 1 8
## 1117 4 80 0 18
## 1118 1 80 3 10
## 1119 4 80 1 24
## 1120 4 80 2 8
## 1121 2 80 1 20
## 1122 3 80 0 27
## 1123 2 80 0 10
## 1124 4 80 1 22
## 1125 4 80 0 2
## 1126 1 80 0 1
## 1127 4 80 1 6
## 1128 2 80 1 9
## 1129 2 80 0 22
## 1130 1 80 1 4
## 1131 1 80 1 9
## 1132 4 80 2 21
## 1133 2 80 2 10
## 1134 2 80 0 4
## 1135 1 80 0 10
## 1136 1 80 2 6
## 1137 2 80 1 17
## 1138 4 80 1 10
## 1139 3 80 2 17
## 1140 1 80 1 14
## 1141 2 80 1 10
## 1142 4 80 1 10
## 1143 2 80 0 27
## 1144 2 80 0 4
## 1145 3 80 0 14
## 1146 3 80 0 8
## 1147 1 80 0 6
## 1148 2 80 1 4
## 1149 1 80 3 3
## 1150 1 80 3 11
## 1151 4 80 3 4
## 1152 2 80 0 8
## 1153 4 80 0 20
## 1154 4 80 0 1
## 1155 3 80 0 16
## 1156 3 80 0 21
## 1157 3 80 3 5
## 1158 4 80 1 15
## 1159 3 80 1 4
## 1160 4 80 2 7
## 1161 3 80 0 6
## 1162 4 80 0 10
## 1163 2 80 0 11
## 1164 4 80 0 12
## 1165 1 80 1 8
## 1166 3 80 1 2
## 1167 4 80 1 14
## 1168 2 80 0 6
## 1169 3 80 2 6
## 1170 1 80 1 8
## TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole
## 1 3 2 5 2
## 2 2 4 20 7
## 3 2 3 2 2
## 4 3 3 14 10
## 5 2 3 6 3
## 6 4 2 9 7
## 7 5 2 4 2
## 8 5 3 1 0
## 9 2 3 1 1
## 10 3 2 8 2
## 11 2 3 16 12
## 12 2 3 3 2
## 13 3 4 8 5
## 14 3 3 1 0
## 15 3 4 7 6
## 16 2 2 9 8
## 17 2 4 8 7
## 18 2 4 1 0
## 19 3 3 5 0
## 20 5 3 2 0
## 21 2 3 3 2
## 22 3 3 2 2
## 23 3 3 8 7
## 24 3 3 5 2
## 25 3 3 5 0
## 26 5 3 22 9
## 27 3 3 9 8
## 28 3 3 5 2
## 29 2 2 2 2
## 30 3 3 4 3
## 31 2 4 8 7
## 32 6 3 14 11
## 33 2 2 7 7
## 34 2 3 8 0
## 35 1 3 1 0
## 36 3 1 5 1
## 37 3 3 13 12
## 38 3 3 2 2
## 39 4 3 7 3
## 40 4 3 2 2
## 41 0 2 16 9
## 42 3 3 8 7
## 43 2 2 2 2
## 44 2 3 1 0
## 45 2 3 1 0
## 46 3 3 12 9
## 47 2 3 0 0
## 48 2 3 8 7
## 49 3 3 0 0
## 50 1 1 2 2
## 51 3 2 0 0
## 52 3 3 9 8
## 53 5 3 10 5
## 54 5 2 9 7
## 55 2 3 11 7
## 56 2 3 5 3
## 57 2 3 2 2
## 58 3 3 10 9
## 59 2 3 5 2
## 60 4 3 1 0
## 61 6 3 16 7
## 62 0 3 7 7
## 63 1 3 2 2
## 64 4 1 0 0
## 65 3 1 1 0
## 66 5 2 6 2
## 67 3 3 17 11
## 68 6 4 5 2
## 69 2 2 3 2
## 70 3 3 17 12
## 71 3 3 5 3
## 72 4 3 5 4
## 73 1 3 1 0
## 74 4 3 1 0
## 75 2 2 8 7
## 76 2 3 12 8
## 77 3 3 10 9
## 78 5 1 26 0
## 79 2 3 19 7
## 80 4 3 1 0
## 81 2 1 1 0
## 82 3 3 7 7
## 83 1 3 8 3
## 84 2 3 7 7
## 85 2 3 16 14
## 86 4 3 5 3
## 87 2 3 7 7
## 88 2 1 4 2
## 89 0 3 9 8
## 90 2 2 2 2
## 91 3 3 1 0
## 92 3 1 11 8
## 93 3 3 0 0
## 94 4 3 5 2
## 95 5 3 5 4
## 96 3 3 20 16
## 97 2 4 13 12
## 98 2 4 1 0
## 99 3 3 3 2
## 100 2 2 5 4
## 101 3 4 5 0
## 102 5 3 13 7
## 103 3 3 3 2
## 104 3 4 3 2
## 105 2 2 9 8
## 106 2 3 8 7
## 107 1 3 10 7
## 108 0 3 10 9
## 109 2 4 9 7
## 110 4 3 4 2
## 111 2 3 3 1
## 112 2 2 9 8
## 113 4 3 8 6
## 114 2 4 1 0
## 115 2 3 7 7
## 116 2 3 10 0
## 117 4 3 4 3
## 118 2 3 4 3
## 119 2 3 9 8
## 120 2 4 14 11
## 121 2 3 8 7
## 122 6 3 2 2
## 123 2 3 5 4
## 124 2 3 7 7
## 125 3 2 10 7
## 126 2 3 10 8
## 127 5 3 10 2
## 128 2 2 9 8
## 129 3 1 20 7
## 130 5 3 19 17
## 131 3 2 10 0
## 132 1 4 5 1
## 133 4 4 6 5
## 134 3 3 5 4
## 135 3 4 9 7
## 136 2 3 8 7
## 137 1 3 1 0
## 138 2 3 10 7
## 139 2 1 2 2
## 140 3 3 5 3
## 141 0 3 19 16
## 142 3 3 2 2
## 143 3 3 8 7
## 144 5 4 5 4
## 145 0 3 12 11
## 146 3 2 4 3
## 147 5 3 8 7
## 148 6 1 2 2
## 149 2 3 4 3
## 150 5 2 5 3
## 151 2 1 3 1
## 152 2 2 10 7
## 153 3 2 13 8
## 154 3 1 3 2
## 155 3 3 1 0
## 156 2 4 2 2
## 157 4 3 11 8
## 158 4 3 18 7
## 159 1 3 8 7
## 160 6 3 1 0
## 161 1 2 10 8
## 162 2 2 10 7
## 163 3 3 5 0
## 164 1 3 3 2
## 165 3 2 11 9
## 166 3 2 2 2
## 167 2 3 4 2
## 168 2 3 6 1
## 169 3 3 10 9
## 170 1 3 7 5
## 171 2 2 8 7
## 172 4 4 8 7
## 173 3 2 2 2
## 174 3 3 9 8
## 175 3 4 17 13
## 176 6 4 2 2
## 177 2 3 5 2
## 178 2 3 3 2
## 179 2 3 9 8
## 180 2 4 8 3
## 181 2 4 7 7
## 182 3 3 7 7
## 183 2 3 3 2
## 184 3 3 2 0
## 185 3 3 8 3
## 186 3 2 5 2
## 187 6 3 7 7
## 188 2 3 3 2
## 189 4 2 10 4
## 190 3 4 5 4
## 191 2 3 10 8
## 192 3 3 3 2
## 193 5 2 10 7
## 194 2 3 9 7
## 195 2 3 4 3
## 196 0 2 1 0
## 197 4 3 4 2
## 198 3 3 9 8
## 199 4 3 22 6
## 200 2 3 1 0
## 201 2 2 1 0
## 202 3 3 10 4
## 203 3 3 14 13
## 204 4 3 7 7
## 205 5 3 4 3
## 206 0 3 8 7
## 207 2 2 4 3
## 208 2 3 1 0
## 209 3 3 3 2
## 210 2 3 9 7
## 211 3 3 20 7
## 212 3 4 1 0
## 213 2 3 1 0
## 214 4 3 4 3
## 215 0 3 4 2
## 216 3 4 3 1
## 217 4 3 1 0
## 218 3 3 22 17
## 219 4 2 5 4
## 220 2 2 8 5
## 221 5 3 6 5
## 222 4 3 1 1
## 223 2 3 6 5
## 224 2 1 1 0
## 225 0 4 5 2
## 226 6 2 12 8
## 227 3 3 1 0
## 228 2 2 4 2
## 229 2 2 3 2
## 230 3 3 15 11
## 231 3 3 10 7
## 232 3 3 2 2
## 233 3 1 23 5
## 234 4 3 6 2
## 235 3 4 25 12
## 236 2 1 14 1
## 237 2 2 22 6
## 238 2 2 6 4
## 239 3 3 2 0
## 240 3 3 14 11
## 241 5 2 10 9
## 242 4 3 0 0
## 243 3 3 5 4
## 244 2 3 3 2
## 245 2 2 10 7
## 246 5 3 4 3
## 247 2 2 11 9
## 248 2 3 2 2
## 249 4 2 6 2
## 250 2 3 18 16
## 251 2 2 1 1
## 252 3 3 7 7
## 253 3 3 1 0
## 254 4 3 1 0
## 255 5 3 9 8
## 256 2 2 3 2
## 257 5 2 2 2
## 258 3 3 3 2
## 259 3 3 5 3
## 260 2 2 2 2
## 261 3 4 1 0
## 262 2 1 9 7
## 263 2 1 5 4
## 264 5 3 3 1
## 265 2 3 5 3
## 266 5 3 5 4
## 267 3 2 14 8
## 268 2 3 1 0
## 269 2 3 9 7
## 270 1 2 6 2
## 271 3 4 8 7
## 272 2 3 11 8
## 273 5 3 9 8
## 274 3 2 3 2
## 275 3 3 24 15
## 276 2 3 5 2
## 277 1 3 2 1
## 278 5 3 8 7
## 279 1 3 6 4
## 280 2 3 3 2
## 281 3 3 10 9
## 282 3 3 18 13
## 283 3 3 5 3
## 284 3 3 7 7
## 285 2 4 7 6
## 286 3 3 15 14
## 287 2 3 1 0
## 288 2 3 2 2
## 289 6 3 9 7
## 290 1 2 3 2
## 291 2 3 5 3
## 292 3 3 9 8
## 293 2 2 7 7
## 294 3 1 13 8
## 295 2 3 21 7
## 296 3 3 2 2
## 297 2 2 10 9
## 298 3 3 9 7
## 299 0 3 3 2
## 300 4 2 3 2
## 301 3 3 10 8
## 302 3 2 9 8
## 303 1 3 4 2
## 304 5 3 10 7
## 305 4 3 1 0
## 306 2 2 5 2
## 307 5 3 1 0
## 308 2 3 0 0
## 309 3 3 8 7
## 310 4 3 3 2
## 311 3 2 2 2
## 312 3 3 20 6
## 313 2 1 7 2
## 314 2 3 1 0
## 315 1 3 2 2
## 316 0 3 9 0
## 317 3 3 4 3
## 318 2 2 4 3
## 319 2 4 5 4
## 320 2 3 1 0
## 321 3 3 3 0
## 322 4 2 10 9
## 323 3 2 5 4
## 324 2 3 16 13
## 325 3 3 21 6
## 326 2 3 1 1
## 327 4 2 22 7
## 328 3 2 4 3
## 329 3 3 20 11
## 330 5 3 20 7
## 331 2 3 8 7
## 332 2 2 14 8
## 333 2 2 5 3
## 334 3 3 9 7
## 335 3 3 3 2
## 336 4 3 13 7
## 337 3 3 5 2
## 338 1 2 6 2
## 339 4 3 0 0
## 340 6 3 1 0
## 341 3 4 1 1
## 342 2 3 2 2
## 343 2 3 3 2
## 344 2 3 1 0
## 345 3 3 4 3
## 346 3 3 20 8
## 347 3 2 3 2
## 348 6 1 6 5
## 349 3 3 0 0
## 350 1 2 10 7
## 351 3 4 13 7
## 352 3 2 8 7
## 353 3 1 1 1
## 354 2 3 2 2
## 355 3 4 22 14
## 356 2 3 13 9
## 357 3 2 5 4
## 358 2 4 2 2
## 359 3 3 9 8
## 360 4 3 15 13
## 361 5 3 33 18
## 362 3 3 1 0
## 363 3 3 32 14
## 364 5 3 21 7
## 365 5 3 19 9
## 366 0 2 7 7
## 367 2 4 11 8
## 368 5 4 8 4
## 369 2 3 2 2
## 370 0 2 7 7
## 371 1 3 4 3
## 372 3 3 9 8
## 373 2 3 24 9
## 374 2 1 8 4
## 375 3 3 2 2
## 376 2 3 32 6
## 377 1 3 17 13
## 378 4 3 0 0
## 379 2 2 5 4
## 380 2 3 5 2
## 381 2 3 3 2
## 382 3 3 8 7
## 383 3 3 2 2
## 384 3 3 0 0
## 385 2 4 10 0
## 386 3 3 15 12
## 387 3 4 10 7
## 388 2 4 3 2
## 389 2 2 13 7
## 390 3 3 3 2
## 391 1 3 3 2
## 392 2 2 2 2
## 393 3 4 4 2
## 394 5 4 18 13
## 395 2 3 2 1
## 396 2 1 2 2
## 397 2 1 3 2
## 398 0 3 2 2
## 399 2 2 13 12
## 400 2 2 2 2
## 401 2 3 5 4
## 402 5 3 5 3
## 403 2 3 2 2
## 404 6 3 3 2
## 405 3 2 6 5
## 406 3 2 1 0
## 407 3 3 12 7
## 408 4 3 7 7
## 409 3 3 25 8
## 410 3 3 4 1
## 411 3 3 5 4
## 412 3 3 10 8
## 413 1 3 1 0
## 414 2 4 0 0
## 415 3 2 2 2
## 416 6 3 7 7
## 417 2 2 11 7
## 418 2 3 1 0
## 419 2 2 14 8
## 420 2 3 10 2
## 421 2 3 5 2
## 422 2 3 13 11
## 423 3 2 7 7
## 424 5 4 0 0
## 425 0 3 5 3
## 426 5 3 1 0
## 427 2 2 1 0
## 428 4 4 3 2
## 429 2 1 3 2
## 430 3 3 11 9
## 431 3 3 5 4
## 432 0 3 4 2
## 433 2 3 4 3
## 434 2 3 1 0
## 435 2 2 1 0
## 436 3 3 8 7
## 437 3 2 2 2
## 438 6 2 7 7
## 439 2 3 3 2
## 440 4 2 9 7
## 441 2 3 8 7
## 442 2 3 5 3
## 443 5 1 0 0
## 444 2 3 2 2
## 445 3 3 2 1
## 446 2 2 6 5
## 447 4 4 13 11
## 448 2 2 0 0
## 449 2 3 10 3
## 450 2 3 10 7
## 451 6 3 9 7
## 452 3 2 5 2
## 453 2 3 10 7
## 454 2 2 10 4
## 455 3 1 3 2
## 456 3 2 21 8
## 457 2 3 10 0
## 458 2 1 10 7
## 459 3 4 3 2
## 460 2 2 10 4
## 461 4 3 2 2
## 462 4 3 4 3
## 463 3 3 2 2
## 464 3 2 5 4
## 465 4 3 1 0
## 466 3 3 3 2
## 467 3 2 3 2
## 468 3 3 1 0
## 469 6 3 2 2
## 470 3 3 4 2
## 471 3 2 5 3
## 472 3 2 1 0
## 473 3 4 0 0
## 474 2 2 6 5
## 475 5 2 4 2
## 476 4 3 9 6
## 477 2 3 1 0
## 478 5 3 0 0
## 479 2 1 5 4
## 480 2 3 16 11
## 481 5 2 5 3
## 482 2 3 6 4
## 483 3 3 15 10
## 484 3 3 2 2
## 485 3 2 40 10
## 486 0 1 6 4
## 487 3 2 1 0
## 488 1 2 5 2
## 489 2 3 1 0
## 490 2 3 5 1
## 491 4 3 3 2
## 492 2 3 3 2
## 493 2 3 5 2
## 494 3 1 11 8
## 495 4 3 10 9
## 496 2 2 20 6
## 497 3 2 2 2
## 498 3 2 4 2
## 499 3 2 7 7
## 500 1 3 3 2
## 501 0 2 10 9
## 502 4 3 4 2
## 503 3 3 9 7
## 504 1 3 10 9
## 505 2 4 20 17
## 506 2 3 7 1
## 507 2 3 1 0
## 508 5 3 4 2
## 509 2 3 9 8
## 510 0 3 22 15
## 511 1 3 10 7
## 512 2 3 6 4
## 513 3 2 5 2
## 514 1 3 15 14
## 515 3 2 3 2
## 516 3 3 4 1
## 517 2 3 1 0
## 518 6 2 5 3
## 519 6 3 9 2
## 520 3 3 4 2
## 521 3 3 5 2
## 522 3 3 1 1
## 523 2 3 1 0
## 524 5 3 31 9
## 525 6 3 1 0
## 526 2 3 15 7
## 527 3 4 5 4
## 528 2 2 6 5
## 529 3 3 6 4
## 530 2 3 5 4
## 531 4 2 19 9
## 532 5 3 1 0
## 533 3 3 10 7
## 534 6 3 5 1
## 535 4 2 7 7
## 536 3 4 5 4
## 537 2 3 1 0
## 538 5 3 3 2
## 539 4 3 5 3
## 540 3 4 6 4
## 541 4 2 10 7
## 542 1 3 10 8
## 543 2 2 1 1
## 544 3 3 1 0
## 545 3 3 6 5
## 546 3 3 10 9
## 547 3 2 26 9
## 548 6 3 1 0
## 549 2 3 10 8
## 550 3 3 6 3
## 551 3 3 22 7
## 552 6 3 5 1
## 553 2 2 10 1
## 554 2 2 0 0
## 555 5 1 3 2
## 556 3 2 3 0
## 557 3 3 1 0
## 558 3 3 6 5
## 559 3 2 9 8
## 560 3 3 8 7
## 561 3 2 8 7
## 562 3 3 2 2
## 563 2 3 2 2
## 564 2 4 11 7
## 565 2 3 2 2
## 566 2 3 4 3
## 567 5 3 6 2
## 568 4 3 10 8
## 569 6 3 5 4
## 570 2 3 12 11
## 571 3 3 5 4
## 572 3 2 1 0
## 573 2 3 7 7
## 574 5 3 10 8
## 575 5 4 5 3
## 576 2 4 7 5
## 577 3 2 1 0
## 578 5 3 5 2
## 579 2 1 9 2
## 580 2 3 6 0
## 581 6 2 3 2
## 582 2 3 1 0
## 583 2 3 1 0
## 584 2 3 8 7
## 585 5 4 4 2
## 586 2 4 7 2
## 587 3 3 13 11
## 588 4 3 5 3
## 589 6 3 3 2
## 590 3 3 2 2
## 591 2 2 4 2
## 592 2 4 15 9
## 593 3 4 3 2
## 594 3 2 9 6
## 595 2 3 18 15
## 596 5 3 9 8
## 597 2 3 13 10
## 598 3 3 1 0
## 599 0 3 6 2
## 600 2 2 2 0
## 601 2 3 1 0
## 602 3 2 6 5
## 603 4 2 8 7
## 604 5 3 10 8
## 605 3 3 2 2
## 606 3 3 5 1
## 607 2 2 4 3
## 608 3 3 8 0
## 609 2 3 7 7
## 610 2 2 2 2
## 611 0 3 9 7
## 612 3 3 8 7
## 613 3 4 9 7
## 614 3 4 1 0
## 615 2 4 8 4
## 616 3 4 15 10
## 617 5 3 5 4
## 618 2 2 4 3
## 619 5 3 7 7
## 620 3 3 1 0
## 621 5 3 1 0
## 622 3 4 19 10
## 623 2 3 4 2
## 624 2 3 9 0
## 625 2 2 0 0
## 626 2 3 5 3
## 627 3 3 5 4
## 628 3 3 11 10
## 629 4 3 3 2
## 630 3 4 8 7
## 631 2 4 5 2
## 632 3 2 14 8
## 633 1 3 1 0
## 634 2 3 1 0
## 635 1 2 1 0
## 636 2 4 2 2
## 637 3 3 22 6
## 638 2 2 8 7
## 639 3 3 6 5
## 640 3 3 4 3
## 641 2 3 1 0
## 642 3 3 7 4
## 643 3 4 9 7
## 644 2 3 5 2
## 645 2 1 1 0
## 646 2 2 12 11
## 647 0 3 0 0
## 648 3 4 3 2
## 649 2 3 15 13
## 650 3 1 4 2
## 651 3 3 3 0
## 652 3 3 11 7
## 653 3 2 18 7
## 654 3 1 0 0
## 655 3 3 2 2
## 656 3 3 5 3
## 657 5 1 10 9
## 658 2 3 14 9
## 659 3 3 5 4
## 660 3 3 6 5
## 661 2 3 10 8
## 662 3 3 7 3
## 663 5 2 10 6
## 664 4 2 3 2
## 665 2 3 9 5
## 666 5 4 3 2
## 667 5 3 11 10
## 668 2 3 4 3
## 669 3 3 10 4
## 670 2 3 10 9
## 671 3 4 5 2
## 672 5 3 6 2
## 673 5 3 4 2
## 674 3 2 10 2
## 675 0 3 3 2
## 676 2 3 11 4
## 677 2 3 9 7
## 678 2 4 10 9
## 679 3 3 4 2
## 680 2 4 7 7
## 681 1 4 5 2
## 682 1 3 3 2
## 683 2 2 3 2
## 684 2 1 5 3
## 685 2 1 5 2
## 686 6 4 13 8
## 687 1 3 8 7
## 688 3 3 3 2
## 689 3 2 1 0
## 690 3 3 11 10
## 691 2 3 6 3
## 692 2 2 10 7
## 693 6 3 1 0
## 694 4 3 1 0
## 695 2 2 6 3
## 696 3 2 3 2
## 697 3 3 2 2
## 698 3 4 13 11
## 699 2 4 0 0
## 700 2 3 4 2
## 701 3 3 1 0
## 702 3 2 6 5
## 703 6 2 13 2
## 704 3 3 5 1
## 705 2 2 2 2
## 706 3 3 14 3
## 707 2 2 7 1
## 708 3 3 3 2
## 709 3 3 5 4
## 710 3 3 31 6
## 711 2 3 9 1
## 712 3 2 1 0
## 713 4 2 1 0
## 714 2 3 13 9
## 715 1 3 10 7
## 716 2 3 1 0
## 717 3 3 10 3
## 718 4 4 8 7
## 719 2 4 11 9
## 720 3 2 9 7
## 721 2 3 10 7
## 722 2 2 4 3
## 723 2 3 4 3
## 724 2 2 14 8
## 725 3 3 0 0
## 726 3 3 4 2
## 727 3 3 5 4
## 728 4 4 5 3
## 729 3 1 1 0
## 730 2 3 2 1
## 731 2 4 1 0
## 732 3 2 1 0
## 733 2 3 1 0
## 734 2 3 4 2
## 735 4 1 1 0
## 736 5 2 8 7
## 737 2 2 20 9
## 738 2 3 6 1
## 739 3 3 5 2
## 740 3 3 3 2
## 741 3 3 2 2
## 742 3 2 5 4
## 743 2 3 10 8
## 744 3 1 3 2
## 745 3 2 5 3
## 746 3 3 1 1
## 747 3 3 2 2
## 748 3 3 13 9
## 749 2 4 6 2
## 750 2 4 3 1
## 751 3 3 2 2
## 752 2 4 3 2
## 753 3 3 30 8
## 754 2 3 8 7
## 755 5 1 4 3
## 756 5 3 5 2
## 757 2 1 10 6
## 758 0 2 3 2
## 759 5 2 0 0
## 760 2 3 24 10
## 761 5 3 0 0
## 762 3 2 26 14
## 763 4 3 19 2
## 764 3 3 18 7
## 765 1 1 3 2
## 766 3 3 10 7
## 767 3 3 10 6
## 768 2 3 1 0
## 769 3 2 6 3
## 770 2 3 15 10
## 771 6 2 7 7
## 772 2 3 24 13
## 773 1 3 19 6
## 774 0 2 1 0
## 775 3 1 20 8
## 776 3 3 2 2
## 777 3 4 5 3
## 778 3 3 1 0
## 779 5 3 7 7
## 780 3 4 2 2
## 781 5 2 4 3
## 782 4 3 20 7
## 783 4 4 4 3
## 784 3 2 10 7
## 785 3 1 1 0
## 786 3 4 3 2
## 787 2 3 2 2
## 788 3 2 8 2
## 789 2 3 1 0
## 790 3 2 2 2
## 791 3 3 3 2
## 792 3 3 3 2
## 793 6 4 5 4
## 794 2 3 17 14
## 795 0 3 7 7
## 796 3 3 10 8
## 797 2 3 20 7
## 798 6 3 1 0
## 799 2 4 1 1
## 800 3 3 5 4
## 801 3 3 5 3
## 802 2 4 6 5
## 803 3 3 21 9
## 804 2 3 8 7
## 805 3 4 3 2
## 806 1 3 12 8
## 807 3 2 3 2
## 808 6 3 2 2
## 809 2 2 10 0
## 810 3 2 5 2
## 811 4 3 12 9
## 812 2 2 3 2
## 813 2 4 5 2
## 814 2 3 5 2
## 815 3 3 2 2
## 816 5 3 14 10
## 817 4 2 0 0
## 818 3 4 13 9
## 819 3 3 5 3
## 820 0 3 2 0
## 821 3 3 3 2
## 822 2 3 3 2
## 823 2 3 8 7
## 824 5 2 2 2
## 825 2 3 3 2
## 826 0 3 2 2
## 827 2 3 1 0
## 828 3 3 3 2
## 829 4 2 6 1
## 830 2 3 32 5
## 831 2 3 9 8
## 832 2 2 0 0
## 833 2 3 6 5
## 834 4 3 1 1
## 835 3 3 33 9
## 836 6 3 9 5
## 837 2 3 6 4
## 838 3 3 10 7
## 839 4 3 22 11
## 840 3 3 22 10
## 841 2 3 0 0
## 842 3 2 10 9
## 843 3 3 9 8
## 844 0 2 9 7
## 845 3 3 2 2
## 846 2 3 10 0
## 847 3 3 1 0
## 848 5 2 18 10
## 849 6 3 6 4
## 850 3 3 7 7
## 851 2 3 2 2
## 852 5 3 10 0
## 853 3 3 9 5
## 854 2 3 8 3
## 855 2 3 3 2
## 856 3 3 1 0
## 857 5 3 5 2
## 858 2 3 10 9
## 859 2 3 5 0
## 860 2 3 10 7
## 861 6 2 7 0
## 862 3 4 21 7
## 863 3 2 5 2
## 864 2 2 22 2
## 865 4 4 3 1
## 866 2 3 10 9
## 867 2 3 3 2
## 868 4 2 5 4
## 869 2 2 3 2
## 870 5 3 6 2
## 871 5 3 7 7
## 872 4 3 3 2
## 873 2 2 19 7
## 874 3 3 5 4
## 875 3 3 7 7
## 876 6 4 1 0
## 877 2 4 7 7
## 878 2 1 2 2
## 879 2 2 10 7
## 880 1 2 5 2
## 881 1 4 7 7
## 882 3 3 4 2
## 883 5 2 6 0
## 884 3 3 4 2
## 885 2 3 0 0
## 886 3 4 3 2
## 887 3 3 7 0
## 888 3 3 0 0
## 889 3 2 7 7
## 890 2 1 5 4
## 891 4 3 9 8
## 892 3 3 4 2
## 893 3 3 9 8
## 894 3 3 6 5
## 895 3 3 8 7
## 896 4 2 9 8
## 897 2 2 0 0
## 898 3 2 20 8
## 899 6 4 10 8
## 900 3 3 2 2
## 901 3 3 2 2
## 902 4 2 1 0
## 903 2 3 8 7
## 904 3 2 1 0
## 905 4 4 9 3
## 906 3 3 3 2
## 907 5 2 10 9
## 908 2 2 6 2
## 909 3 2 2 2
## 910 2 3 1 0
## 911 2 3 8 7
## 912 2 3 6 2
## 913 5 2 4 3
## 914 6 3 11 10
## 915 6 3 2 2
## 916 2 3 4 3
## 917 3 3 3 2
## 918 4 3 5 3
## 919 5 3 1 0
## 920 3 2 1 0
## 921 3 3 3 2
## 922 2 3 1 0
## 923 3 2 1 0
## 924 3 4 4 3
## 925 6 3 10 8
## 926 3 3 7 7
## 927 4 4 10 7
## 928 3 3 18 16
## 929 2 2 1 0
## 930 2 2 7 7
## 931 3 3 15 14
## 932 6 3 7 7
## 933 2 3 10 7
## 934 3 2 1 0
## 935 2 3 1 0
## 936 2 2 0 0
## 937 3 3 4 2
## 938 2 3 4 2
## 939 2 3 7 7
## 940 3 3 1 0
## 941 3 1 5 4
## 942 3 3 7 6
## 943 3 2 21 16
## 944 2 3 3 2
## 945 2 3 0 0
## 946 0 4 6 4
## 947 3 3 1 0
## 948 3 1 3 2
## 949 2 2 7 7
## 950 2 3 5 4
## 951 1 2 6 3
## 952 3 2 7 7
## 953 3 2 4 3
## 954 3 2 5 4
## 955 2 2 5 4
## 956 2 4 5 0
## 957 3 2 6 4
## 958 2 3 8 7
## 959 2 3 2 0
## 960 2 3 31 15
## 961 1 3 6 5
## 962 3 3 9 8
## 963 3 2 4 3
## 964 3 1 8 3
## 965 2 3 2 2
## 966 2 2 27 3
## 967 3 1 5 4
## 968 2 3 10 9
## 969 3 3 2 2
## 970 2 3 3 2
## 971 5 3 7 7
## 972 2 1 9 7
## 973 2 2 4 2
## 974 0 4 1 0
## 975 6 3 4 2
## 976 3 2 4 3
## 977 0 3 2 2
## 978 2 3 5 2
## 979 2 3 17 14
## 980 2 4 1 0
## 981 5 3 5 3
## 982 3 3 3 2
## 983 3 2 2 2
## 984 2 3 4 2
## 985 2 2 6 3
## 986 2 3 4 1
## 987 5 3 0 0
## 988 3 2 4 3
## 989 2 3 21 6
## 990 5 3 2 2
## 991 2 3 5 4
## 992 1 3 5 3
## 993 2 1 11 9
## 994 2 3 0 0
## 995 1 3 5 3
## 996 3 3 16 13
## 997 0 2 2 1
## 998 3 2 20 7
## 999 2 3 10 9
## 1000 2 1 1 0
## 1001 2 3 4 2
## 1002 3 3 0 0
## 1003 4 2 9 5
## 1004 2 3 5 0
## 1005 3 2 8 2
## 1006 3 2 4 2
## 1007 3 3 2 2
## 1008 2 3 2 2
## 1009 6 3 7 7
## 1010 3 1 7 7
## 1011 5 3 1 0
## 1012 3 3 1 0
## 1013 2 3 13 12
## 1014 3 2 7 1
## 1015 5 2 6 3
## 1016 0 3 6 4
## 1017 4 3 9 6
## 1018 3 3 10 8
## 1019 2 3 10 9
## 1020 2 3 0 0
## 1021 3 4 8 7
## 1022 6 3 1 0
## 1023 2 3 2 2
## 1024 3 2 23 15
## 1025 2 2 7 6
## 1026 3 2 6 0
## 1027 1 3 2 2
## 1028 3 3 5 4
## 1029 3 3 2 2
## 1030 1 3 20 6
## 1031 3 2 3 2
## 1032 5 3 9 7
## 1033 3 3 9 8
## 1034 3 2 1 0
## 1035 2 4 8 7
## 1036 5 3 1 0
## 1037 5 2 6 5
## 1038 1 4 9 7
## 1039 3 3 4 3
## 1040 3 2 8 7
## 1041 2 4 5 4
## 1042 1 3 3 2
## 1043 2 3 9 7
## 1044 1 2 18 14
## 1045 3 2 5 3
## 1046 2 3 1 0
## 1047 2 3 5 2
## 1048 2 3 10 6
## 1049 2 3 8 2
## 1050 2 2 2 2
## 1051 4 3 33 7
## 1052 2 3 8 1
## 1053 3 3 5 2
## 1054 2 3 2 2
## 1055 0 2 4 2
## 1056 5 3 2 2
## 1057 1 3 2 2
## 1058 3 3 17 13
## 1059 4 2 10 0
## 1060 2 1 5 3
## 1061 2 2 12 9
## 1062 3 3 9 7
## 1063 2 1 13 11
## 1064 2 3 3 2
## 1065 2 3 5 3
## 1066 2 4 4 3
## 1067 2 3 5 3
## 1068 5 1 29 8
## 1069 2 3 4 3
## 1070 2 3 2 2
## 1071 4 3 1 0
## 1072 5 1 13 10
## 1073 2 3 2 1
## 1074 3 3 7 0
## 1075 3 3 0 0
## 1076 2 3 26 15
## 1077 3 2 14 13
## 1078 2 3 10 8
## 1079 2 3 8 0
## 1080 3 3 5 4
## 1081 2 3 2 2
## 1082 5 3 4 3
## 1083 3 2 1 0
## 1084 2 3 11 9
## 1085 2 3 9 7
## 1086 2 3 18 13
## 1087 3 3 5 2
## 1088 0 1 1 0
## 1089 4 3 5 2
## 1090 3 3 6 2
## 1091 2 3 7 7
## 1092 4 2 15 12
## 1093 1 3 10 8
## 1094 2 4 5 1
## 1095 2 3 6 3
## 1096 2 2 6 5
## 1097 2 2 3 1
## 1098 0 2 4 2
## 1099 4 3 8 0
## 1100 4 1 10 3
## 1101 2 3 20 8
## 1102 5 3 5 4
## 1103 0 3 8 7
## 1104 3 3 5 2
## 1105 6 3 6 2
## 1106 2 2 7 5
## 1107 3 2 9 7
## 1108 1 4 2 2
## 1109 2 3 7 7
## 1110 2 1 5 3
## 1111 5 3 14 11
## 1112 1 1 6 4
## 1113 2 4 7 6
## 1114 4 3 4 3
## 1115 3 3 17 14
## 1116 2 2 7 6
## 1117 2 2 1 0
## 1118 6 3 9 8
## 1119 3 3 6 0
## 1120 3 3 8 2
## 1121 3 3 3 2
## 1122 3 2 5 4
## 1123 6 3 10 8
## 1124 1 3 20 8
## 1125 5 2 1 0
## 1126 5 4 0 0
## 1127 4 3 6 3
## 1128 3 3 5 2
## 1129 2 3 22 10
## 1130 3 2 4 3
## 1131 3 3 2 2
## 1132 4 3 19 9
## 1133 4 3 10 2
## 1134 3 3 4 3
## 1135 2 4 5 4
## 1136 2 3 5 3
## 1137 3 3 5 4
## 1138 2 3 9 3
## 1139 6 2 16 10
## 1140 3 3 14 10
## 1141 2 3 9 0
## 1142 2 3 9 7
## 1143 3 3 15 11
## 1144 3 3 4 2
## 1145 3 3 10 7
## 1146 3 3 5 3
## 1147 3 4 4 3
## 1148 0 2 2 2
## 1149 5 3 3 2
## 1150 3 3 11 10
## 1151 2 3 4 2
## 1152 3 3 6 2
## 1153 4 2 4 3
## 1154 4 2 1 1
## 1155 2 2 15 11
## 1156 6 3 7 7
## 1157 3 3 3 2
## 1158 2 3 1 0
## 1159 0 3 4 2
## 1160 0 3 3 2
## 1161 4 3 6 4
## 1162 4 4 1 0
## 1163 3 4 11 8
## 1164 3 4 6 5
## 1165 2 3 8 7
## 1166 2 3 2 2
## 1167 6 3 11 10
## 1168 6 3 5 4
## 1169 5 2 5 3
## 1170 3 2 8 7
## YearsSinceLastPromotion YearsWithCurrManager MonthlyIncome
## 1 0 3 4403
## 2 4 9 19626
## 3 2 2 9362
## 4 5 7 10422
## 5 1 3 3760
## 6 1 7 8793
## 7 0 3 2127
## 8 0 0 6694
## 9 0 0 2220
## 10 7 7 5063
## 11 6 14 19392
## 12 2 2 2706
## 13 1 6 10221
## 14 0 0 2476
## 15 5 7 3423
## 16 0 0 6932
## 17 6 3 6725
## 18 0 0 5258
## 19 1 2 2932
## 20 2 2 5033
## 21 0 2 8847
## 22 2 2 8120
## 23 4 7 5679
## 24 0 3 5332
## 25 1 4 6949
## 26 3 10 18213
## 27 7 7 9924
## 28 0 3 8224
## 29 2 2 10448
## 30 1 2 4258
## 31 0 7 4668
## 32 2 13 2028
## 33 7 7 16872
## 34 1 7 2258
## 35 0 0 9679
## 36 0 3 2794
## 37 6 0 10306
## 38 2 2 6134
## 39 7 7 19717
## 40 2 2 2791
## 41 14 14 16291
## 42 3 1 6632
## 43 2 2 2587
## 44 0 1 19613
## 45 0 1 1223
## 46 5 8 3673
## 47 0 0 6735
## 48 2 7 8740
## 49 0 0 1878
## 50 2 2 2024
## 51 0 0 2619
## 52 1 5 19701
## 53 7 7 2011
## 54 0 8 4447
## 55 1 8 4424
## 56 0 4 2289
## 57 2 2 2759
## 58 1 5 4723
## 59 0 2 13603
## 60 1 0 1118
## 61 3 7 10325
## 62 1 7 7094
## 63 1 2 3067
## 64 0 0 1514
## 65 0 0 2210
## 66 0 5 3298
## 67 11 8 6646
## 68 1 4 2647
## 69 1 2 2194
## 70 5 7 2115
## 71 1 0 2782
## 72 1 3 8463
## 73 0 1 5916
## 74 0 0 4766
## 75 7 7 8446
## 76 3 7 4011
## 77 8 6 7083
## 78 0 12 17567
## 79 12 8 8865
## 80 0 0 1129
## 81 0 0 4777
## 82 0 7 6883
## 83 7 7 5321
## 84 6 7 5974
## 85 5 12 5410
## 86 4 3 13726
## 87 1 7 4960
## 88 0 2 3743
## 89 1 7 8726
## 90 2 1 18947
## 91 0 0 1702
## 92 3 10 7336
## 93 0 0 2090
## 94 0 4 6142
## 95 4 4 19926
## 96 11 6 4907
## 97 5 1 16606
## 98 0 0 5163
## 99 0 2 3180
## 100 0 2 3294
## 101 1 4 2099
## 102 9 9 10793
## 103 1 2 6538
## 104 0 2 2819
## 105 8 8 16598
## 106 0 7 4420
## 107 0 9 4319
## 108 1 4 19636
## 109 3 7 8926
## 110 1 2 2439
## 111 0 2 2703
## 112 7 8 17099
## 113 4 0 10445
## 114 0 0 5093
## 115 1 7 8966
## 116 0 9 7642
## 117 1 1 4950
## 118 0 3 4025
## 119 1 8 2451
## 120 4 11 6687
## 121 0 5 11713
## 122 1 2 2380
## 123 0 2 10761
## 124 0 5 4028
## 125 0 9 4554
## 126 0 9 5204
## 127 6 7 3919
## 128 3 8 5906
## 129 1 8 4081
## 130 2 8 13225
## 131 0 9 4187
## 132 0 4 4507
## 133 0 4 4523
## 134 1 0 5295
## 135 0 0 5257
## 136 3 7 4244
## 137 0 0 2319
## 138 0 8 10739
## 139 2 2 2404
## 140 1 3 7428
## 141 15 9 13402
## 142 2 2 2372
## 143 0 7 10845
## 144 0 1 6502
## 145 11 8 6377
## 146 0 2 4649
## 147 1 6 2756
## 148 2 2 6392
## 149 1 2 3597
## 150 0 0 4877
## 151 1 2 4233
## 152 0 8 5396
## 153 4 8 5484
## 154 1 2 6870
## 155 1 0 2008
## 156 2 2 4736
## 157 5 10 5677
## 158 11 5 12169
## 159 0 1 10820
## 160 0 0 13191
## 161 3 0 5126
## 162 1 9 8722
## 163 1 2 7104
## 164 0 2 6545
## 165 6 9 8020
## 166 0 2 2044
## 167 1 2 16413
## 168 0 5 16184
## 169 6 9 5577
## 170 1 7 2514
## 171 7 7 5304
## 172 1 7 5467
## 173 1 2 10527
## 174 0 8 8380
## 175 15 2 14852
## 176 2 2 2070
## 177 1 4 19859
## 178 1 2 2042
## 179 3 7 8998
## 180 0 7 8686
## 181 6 4 10274
## 182 1 7 6893
## 183 1 2 4739
## 184 2 2 8376
## 185 0 7 3755
## 186 0 4 2070
## 187 0 7 5206
## 188 1 2 15972
## 189 1 6 19144
## 190 0 4 4221
## 191 1 9 5775
## 192 2 2 9637
## 193 0 8 4810
## 194 6 7 4051
## 195 1 1 3904
## 196 0 0 2723
## 197 0 3 2075
## 198 2 3 13120
## 199 5 17 10248
## 200 0 0 2127
## 201 0 0 13194
## 202 0 9 6220
## 203 6 8 6162
## 204 3 7 2216
## 205 1 2 3931
## 206 7 1 2559
## 207 1 3 5346
## 208 0 0 6673
## 209 2 2 3204
## 210 0 7 8189
## 211 0 10 13570
## 212 0 0 18303
## 213 0 0 4680
## 214 0 2 6062
## 215 1 1 2045
## 216 1 2 2345
## 217 0 0 9824
## 218 4 7 17174
## 219 0 4 2632
## 220 2 2 2875
## 221 1 4 6274
## 222 0 0 4286
## 223 1 2 5368
## 224 0 0 1563
## 225 0 3 4771
## 226 1 7 3748
## 227 0 0 1951
## 228 2 2 2328
## 229 0 2 4999
## 230 2 12 13966
## 231 3 9 5770
## 232 2 2 2014
## 233 14 10 12936
## 234 0 5 5940
## 235 4 12 16959
## 236 11 7 10609
## 237 4 14 18880
## 238 0 5 6322
## 239 1 2 2187
## 240 1 11 13269
## 241 5 8 7406
## 242 0 0 18061
## 243 0 4 2703
## 244 2 2 4400
## 245 1 2 5056
## 246 0 3 2532
## 247 4 10 7143
## 248 2 2 2269
## 249 3 3 5467
## 250 11 8 16595
## 251 0 0 2008
## 252 0 7 5079
## 253 0 0 2274
## 254 0 0 2956
## 255 4 8 13757
## 256 1 2 2438
## 257 2 2 2789
## 258 0 2 4779
## 259 1 0 9713
## 260 0 2 3977
## 261 0 0 2785
## 262 0 7 2362
## 263 0 4 2436
## 264 0 2 2157
## 265 1 2 2774
## 266 0 3 2426
## 267 6 9 17007
## 268 0 0 1393
## 269 2 8 5968
## 270 0 2 9957
## 271 5 7 5154
## 272 7 9 5433
## 273 5 8 3540
## 274 0 2 5647
## 275 2 15 18722
## 276 4 2 19943
## 277 1 2 2244
## 278 1 7 2455
## 279 0 3 5744
## 280 1 2 4035
## 281 8 8 7847
## 282 2 17 4721
## 283 0 3 6513
## 284 1 7 7547
## 285 5 0 2844
## 286 5 7 5207
## 287 0 0 2472
## 288 1 2 2661
## 289 2 8 9738
## 290 0 2 2572
## 291 0 2 2270
## 292 0 8 5674
## 293 0 3 2279
## 294 5 12 11957
## 295 7 7 16437
## 296 2 2 2660
## 297 1 9 9547
## 298 0 6 6074
## 299 1 2 2321
## 300 2 2 3464
## 301 5 3 6524
## 302 1 8 9069
## 303 1 2 3537
## 304 0 8 5098
## 305 0 0 2479
## 306 3 4 3162
## 307 0 0 2380
## 308 0 0 2979
## 309 6 7 6385
## 310 1 2 4851
## 311 2 1 5484
## 312 5 13 13237
## 313 7 7 4084
## 314 0 0 6132
## 315 2 2 5405
## 316 0 7 4163
## 317 1 2 2231
## 318 1 2 4617
## 319 1 4 6120
## 320 0 1 2994
## 321 0 2 2332
## 322 8 8 2691
## 323 0 3 3761
## 324 1 7 4615
## 325 11 8 12742
## 326 0 0 2318
## 327 1 10 19049
## 328 1 2 5410
## 329 0 7 2133
## 330 0 9 16799
## 331 0 0 15379
## 332 9 8 10400
## 333 2 3 2342
## 334 0 7 7412
## 335 2 2 18844
## 336 3 8 4508
## 337 0 2 4968
## 338 0 4 7756
## 339 0 0 4728
## 340 0 0 2341
## 341 0 0 3419
## 342 2 2 3867
## 343 1 2 7119
## 344 0 0 2083
## 345 0 3 4115
## 346 11 10 13341
## 347 0 2 4033
## 348 1 4 6397
## 349 0 0 2290
## 350 1 1 11103
## 351 5 7 13348
## 352 7 7 6929
## 353 0 0 4422
## 354 2 2 4069
## 355 13 5 10447
## 356 3 12 4759
## 357 4 3 2368
## 358 1 1 2546
## 359 7 8 6162
## 360 10 11 3210
## 361 11 9 19999
## 362 0 0 1091
## 363 6 9 19845
## 364 3 9 19436
## 365 9 11 19187
## 366 7 7 13212
## 367 5 10 4444
## 368 7 1 5473
## 369 2 2 2073
## 370 0 7 5055
## 371 0 3 4148
## 372 7 8 8412
## 373 9 11 5210
## 374 7 7 3936
## 375 0 2 2728
## 376 13 9 14411
## 377 15 14 2743
## 378 0 0 5087
## 379 1 3 2168
## 380 0 1 2132
## 381 1 1 18300
## 382 5 7 2942
## 383 2 2 5486
## 384 0 0 2322
## 385 2 7 2461
## 386 5 11 13582
## 387 0 8 8789
## 388 1 2 4262
## 389 6 7 4502
## 390 1 2 2174
## 391 1 2 6500
## 392 0 0 4157
## 393 2 3 3065
## 394 13 11 10266
## 395 2 2 2515
## 396 2 2 2695
## 397 0 1 17861
## 398 2 2 2742
## 399 1 9 6306
## 400 2 2 10209
## 401 0 2 6091
## 402 0 2 5265
## 403 2 0 2105
## 404 0 2 8008
## 405 1 1 2559
## 406 0 0 16627
## 407 5 7 5468
## 408 1 7 2741
## 409 3 7 15427
## 410 1 0 17159
## 411 0 3 2342
## 412 8 7 9241
## 413 0 0 3022
## 414 0 0 4648
## 415 1 0 2351
## 416 1 7 5762
## 417 6 7 2564
## 418 0 0 3688
## 419 3 11 6474
## 420 0 7 11935
## 421 1 3 4325
## 422 10 7 4449
## 423 7 7 6172
## 424 0 0 1611
## 425 0 4 4724
## 426 0 0 10798
## 427 0 0 1274
## 428 1 0 3230
## 429 1 2 3730
## 430 5 9 5957
## 431 0 4 4478
## 432 0 0 3544
## 433 1 3 4284
## 434 0 0 2109
## 435 0 0 9705
## 436 0 7 6214
## 437 2 1 4382
## 438 7 6 2867
## 439 0 2 2683
## 440 1 8 7625
## 441 0 7 4998
## 442 1 2 2974
## 443 0 0 3485
## 444 2 2 3195
## 445 2 2 19328
## 446 1 2 3420
## 447 2 9 4735
## 448 0 0 5538
## 449 9 9 2406
## 450 4 5 4385
## 451 8 1 4878
## 452 1 3 3420
## 453 7 7 5813
## 454 0 9 5487
## 455 0 2 15402
## 456 12 8 19833
## 457 0 2 5476
## 458 1 0 5441
## 459 1 0 2066
## 460 1 8 5810
## 461 2 0 2093
## 462 1 3 2013
## 463 2 1 9208
## 464 1 4 5238
## 465 0 0 2437
## 466 1 2 3944
## 467 1 2 2644
## 468 0 0 3038
## 469 2 2 4969
## 470 1 3 4450
## 471 1 2 2226
## 472 1 0 2439
## 473 0 0 13245
## 474 0 3 3452
## 475 2 2 2207
## 476 0 8 5772
## 477 0 0 6334
## 478 0 0 4306
## 479 0 4 2950
## 480 6 8 13744
## 481 0 2 5373
## 482 0 2 2356
## 483 6 11 5747
## 484 2 2 4257
## 485 15 6 10312
## 486 0 5 5993
## 487 0 0 1081
## 488 4 3 2911
## 489 0 0 5381
## 490 4 3 6142
## 491 1 2 18665
## 492 1 2 16880
## 493 1 4 5869
## 494 3 3 8606
## 495 1 7 5673
## 496 4 17 16307
## 497 0 2 2654
## 498 1 2 2326
## 499 7 7 5237
## 500 1 2 5736
## 501 5 9 10008
## 502 0 3 2028
## 503 7 7 2655
## 504 8 8 9980
## 505 5 6 17169
## 506 2 5 5878
## 507 0 0 2851
## 508 3 2 10596
## 509 5 8 2793
## 510 15 8 19545
## 511 1 9 5343
## 512 0 5 10920
## 513 1 3 3433
## 514 8 12 13458
## 515 2 2 2610
## 516 1 2 5482
## 517 0 0 2413
## 518 0 4 2766
## 519 6 7 4627
## 520 1 0 2587
## 521 1 3 2553
## 522 0 0 2408
## 523 0 0 9724
## 524 0 9 19502
## 525 0 0 2177
## 526 6 12 7525
## 527 0 3 5006
## 528 0 1 6833
## 529 0 4 2859
## 530 4 3 4963
## 531 1 9 8823
## 532 0 0 6815
## 533 0 7 2700
## 534 1 2 6667
## 535 0 7 2119
## 536 2 2 2089
## 537 0 0 7351
## 538 1 0 2696
## 539 1 4 3202
## 540 1 5 5155
## 541 8 9 3491
## 542 7 6 3143
## 543 0 1 2566
## 544 0 0 6553
## 545 1 3 4381
## 546 8 7 2929
## 547 1 7 7403
## 548 0 0 5094
## 549 0 1 12061
## 550 0 4 2177
## 551 2 10 19189
## 552 0 4 4936
## 553 0 8 3886
## 554 0 0 2259
## 555 0 2 4876
## 556 1 0 9602
## 557 0 0 3780
## 558 1 3 3622
## 559 7 8 4434
## 560 7 7 5296
## 561 7 2 2088
## 562 2 2 15787
## 563 2 2 2811
## 564 4 8 11031
## 565 0 2 3833
## 566 1 2 2436
## 567 0 4 2176
## 568 6 7 9714
## 569 0 3 6244
## 570 1 5 13973
## 571 1 4 4393
## 572 0 0 2693
## 573 0 7 6834
## 574 4 8 6799
## 575 1 4 6272
## 576 0 7 5993
## 577 0 0 2858
## 578 0 3 3162
## 579 3 8 5042
## 580 1 0 6623
## 581 1 2 3669
## 582 0 0 15992
## 583 1 0 5811
## 584 7 5 4779
## 585 1 3 6465
## 586 3 7 2741
## 587 1 9 5329
## 588 0 3 3407
## 589 0 2 3629
## 590 2 2 4014
## 591 1 3 2814
## 592 10 10 4599
## 593 1 2 2909
## 594 1 4 3211
## 595 14 12 10435
## 596 0 8 4037
## 597 4 8 10903
## 598 0 0 3448
## 599 0 3 6142
## 600 2 0 2293
## 601 0 0 2033
## 602 1 2 4087
## 603 1 7 11416
## 604 0 8 3131
## 605 2 2 2760
## 606 1 3 14814
## 607 1 3 5473
## 608 7 7 5605
## 609 0 7 3578
## 610 2 2 2342
## 611 0 0 5363
## 612 0 7 6811
## 613 1 7 2707
## 614 0 0 2121
## 615 7 7 7264
## 616 4 13 3986
## 617 0 2 3838
## 618 1 3 5454
## 619 1 7 9991
## 620 0 0 1281
## 621 1 0 2926
## 622 2 7 5067
## 623 1 3 3280
## 624 1 7 8837
## 625 0 0 2561
## 626 0 3 2517
## 627 0 3 4162
## 628 2 9 11510
## 629 1 2 10976
## 630 7 7 8621
## 631 0 4 2662
## 632 2 1 9888
## 633 0 0 6861
## 634 0 0 2835
## 635 0 0 9985
## 636 2 2 2376
## 637 13 7 17665
## 638 1 1 8628
## 639 1 4 2725
## 640 0 2 3041
## 641 0 0 2693
## 642 7 7 4448
## 643 6 2 16756
## 644 3 0 2307
## 645 0 0 2107
## 646 2 11 10855
## 647 0 0 1904
## 648 0 2 2305
## 649 2 8 4312
## 650 0 3 2166
## 651 1 2 2450
## 652 1 9 5220
## 653 2 13 13499
## 654 0 0 12504
## 655 1 2 3894
## 656 3 3 4741
## 657 4 7 12490
## 658 1 12 16032
## 659 1 2 6032
## 660 0 3 6499
## 661 4 7 5309
## 662 5 7 2768
## 663 0 3 10368
## 664 1 2 3917
## 665 8 7 4568
## 666 0 2 6294
## 667 4 1 7918
## 668 1 3 3408
## 669 1 1 4883
## 670 0 9 17779
## 671 0 2 13664
## 672 0 4 5505
## 673 1 3 4898
## 674 7 8 2022
## 675 0 2 3517
## 676 0 8 18789
## 677 0 5 5228
## 678 9 4 6323
## 679 0 2 5131
## 680 5 2 2329
## 681 0 3 4256
## 682 1 2 2258
## 683 0 2 5347
## 684 1 4 9439
## 685 0 2 2713
## 686 0 8 10648
## 687 7 7 7553
## 688 1 1 2622
## 689 1 0 1102
## 690 3 8 2592
## 691 1 2 6077
## 692 9 9 11849
## 693 0 0 6781
## 694 0 0 2285
## 695 1 3 9525
## 696 1 2 3294
## 697 2 2 15202
## 698 3 7 5914
## 699 0 0 1569
## 700 0 3 19081
## 701 0 0 2804
## 702 1 3 5714
## 703 4 12 10377
## 704 1 4 2148
## 705 2 2 2267
## 706 1 10 6230
## 707 1 7 6854
## 708 0 2 2109
## 709 0 4 3702
## 710 14 7 17924
## 711 0 8 11916
## 712 0 0 14118
## 713 0 0 2559
## 714 1 12 9699
## 715 0 9 7587
## 716 0 0 1555
## 717 1 4 6578
## 718 1 7 3660
## 719 6 7 4581
## 720 1 7 7655
## 721 7 8 9434
## 722 0 2 5768
## 723 1 3 2996
## 724 7 8 8858
## 725 0 0 3968
## 726 1 2 4898
## 727 0 0 2973
## 728 2 0 3815
## 729 0 0 2340
## 730 2 1 2523
## 731 0 0 4765
## 732 0 0 5238
## 733 0 0 2863
## 734 1 2 4707
## 735 0 0 2972
## 736 0 7 6500
## 737 9 6 12031
## 738 0 5 5171
## 739 1 0 4601
## 740 0 2 3681
## 741 2 2 8639
## 742 0 1 11557
## 743 3 7 4285
## 744 1 2 3295
## 745 0 4 4907
## 746 0 0 2296
## 747 2 0 2335
## 748 4 9 5343
## 749 1 2 3907
## 750 0 2 2500
## 751 0 2 2323
## 752 2 2 2302
## 753 12 13 11245
## 754 0 7 7314
## 755 0 3 13549
## 756 1 4 3708
## 757 0 7 4014
## 758 1 2 6651
## 759 0 0 3306
## 760 1 11 18824
## 761 0 0 2404
## 762 3 0 16752
## 763 11 9 6151
## 764 0 13 6347
## 765 0 2 3737
## 766 1 4 5769
## 767 0 8 3376
## 768 0 1 10932
## 769 1 4 7379
## 770 4 12 5593
## 771 0 1 4682
## 772 15 7 10453
## 773 11 8 10938
## 774 0 0 3388
## 775 13 9 10124
## 776 0 2 3505
## 777 1 3 2064
## 778 0 0 2827
## 779 5 7 2570
## 780 2 2 4787
## 781 0 2 3140
## 782 11 10 4553
## 783 0 3 2277
## 784 0 1 4539
## 785 0 0 4978
## 786 1 0 16422
## 787 2 2 13116
## 788 7 7 4941
## 789 0 0 19038
## 790 2 1 2096
## 791 1 2 4789
## 792 1 2 2311
## 793 0 2 7756
## 794 12 8 10096
## 795 1 7 6804
## 796 9 7 3348
## 797 4 10 13496
## 798 0 0 2398
## 799 0 0 1859
## 800 0 4 6842
## 801 1 3 5376
## 802 0 5 6582
## 803 11 10 17068
## 804 4 7 9582
## 805 1 2 2042
## 806 5 7 8321
## 807 1 2 6232
## 808 2 2 2323
## 809 0 8 2862
## 810 1 1 3058
## 811 6 10 3072
## 812 0 2 3229
## 813 0 3 4260
## 814 1 0 19658
## 815 1 2 2899
## 816 4 10 2781
## 817 0 0 6877
## 818 3 7 11691
## 819 1 2 2720
## 820 2 2 9854
## 821 0 2 3312
## 822 0 2 6931
## 823 1 7 6712
## 824 2 2 2610
## 825 1 1 4663
## 826 2 2 19627
## 827 0 0 8161
## 828 0 2 4538
## 829 0 5 2468
## 830 10 7 18200
## 831 0 8 3633
## 832 0 0 1675
## 833 3 3 3196
## 834 0 0 2552
## 835 15 0 13577
## 836 7 7 8834
## 837 1 3 2996
## 838 5 7 5337
## 839 14 10 10333
## 840 12 9 19665
## 841 0 0 1420
## 842 0 9 7988
## 843 0 0 13826
## 844 1 6 8500
## 845 2 2 6029
## 846 1 8 4558
## 847 0 0 1483
## 848 3 7 9613
## 849 1 0 6380
## 850 7 7 2544
## 851 2 2 4559
## 852 1 8 2206
## 853 0 8 4193
## 854 0 7 5661
## 855 0 2 4788
## 856 0 0 2404
## 857 0 4 2657
## 858 8 9 8943
## 859 1 4 2238
## 860 0 5 7978
## 861 7 7 2838
## 862 15 17 10231
## 863 0 4 5304
## 864 11 13 13770
## 865 1 2 9380
## 866 0 8 7898
## 867 2 2 4465
## 868 1 2 4591
## 869 0 2 4477
## 870 1 2 4425
## 871 7 7 NA
## 872 0 2 NA
## 873 3 8 NA
## 874 0 2 NA
## 875 0 7 NA
## 876 0 0 NA
## 877 0 7 NA
## 878 2 2 NA
## 879 0 9 NA
## 880 0 3 NA
## 881 4 3 NA
## 882 0 3 NA
## 883 1 2 NA
## 884 1 1 NA
## 885 0 0 NA
## 886 0 2 NA
## 887 1 6 NA
## 888 0 0 NA
## 889 1 7 NA
## 890 1 4 NA
## 891 8 8 NA
## 892 1 3 NA
## 893 4 7 NA
## 894 0 4 NA
## 895 0 7 NA
## 896 4 7 NA
## 897 0 0 NA
## 898 2 10 NA
## 899 9 6 NA
## 900 2 2 NA
## 901 2 2 NA
## 902 0 0 NA
## 903 7 7 NA
## 904 0 0 NA
## 905 1 1 NA
## 906 0 2 NA
## 907 9 5 NA
## 908 0 4 NA
## 909 2 2 NA
## 910 0 0 NA
## 911 0 7 NA
## 912 1 2 NA
## 913 0 2 NA
## 914 5 8 NA
## 915 2 1 NA
## 916 1 2 NA
## 917 1 2 NA
## 918 1 2 NA
## 919 0 0 NA
## 920 0 0 NA
## 921 1 2 NA
## 922 0 1 NA
## 923 0 0 NA
## 924 0 3 NA
## 925 4 7 NA
## 926 1 7 NA
## 927 0 8 NA
## 928 1 11 NA
## 929 0 0 NA
## 930 3 6 NA
## 931 0 7 NA
## 932 7 7 NA
## 933 0 7 NA
## 934 0 0 NA
## 935 0 0 NA
## 936 0 0 NA
## 937 0 3 NA
## 938 0 3 NA
## 939 1 7 NA
## 940 0 0 NA
## 941 1 0 NA
## 942 7 6 NA
## 943 7 9 NA
## 944 2 2 NA
## 945 0 0 NA
## 946 1 3 NA
## 947 1 0 NA
## 948 0 2 NA
## 949 1 0 NA
## 950 1 3 NA
## 951 3 3 NA
## 952 7 5 NA
## 953 0 1 NA
## 954 0 2 NA
## 955 0 3 NA
## 956 0 3 NA
## 957 0 2 NA
## 958 7 7 NA
## 959 0 2 NA
## 960 13 8 NA
## 961 1 5 NA
## 962 4 7 NA
## 963 1 2 NA
## 964 3 6 NA
## 965 2 1 NA
## 966 13 8 NA
## 967 0 4 NA
## 968 9 0 NA
## 969 2 2 NA
## 970 0 2 NA
## 971 0 7 NA
## 972 8 5 NA
## 973 0 2 NA
## 974 0 0 NA
## 975 3 2 NA
## 976 0 1 NA
## 977 2 2 NA
## 978 0 3 NA
## 979 5 15 NA
## 980 0 0 NA
## 981 4 2 NA
## 982 1 2 NA
## 983 2 2 NA
## 984 0 0 NA
## 985 0 0 NA
## 986 0 3 NA
## 987 0 0 NA
## 988 0 3 NA
## 989 2 8 NA
## 990 2 2 NA
## 991 0 4 NA
## 992 0 4 NA
## 993 4 7 NA
## 994 0 0 NA
## 995 1 3 NA
## 996 2 10 NA
## 997 0 2 NA
## 998 12 7 NA
## 999 0 8 NA
## 1000 0 1 NA
## 1001 0 2 NA
## 1002 0 0 NA
## 1003 1 6 NA
## 1004 0 4 NA
## 1005 7 6 NA
## 1006 0 1 NA
## 1007 2 2 NA
## 1008 1 2 NA
## 1009 4 7 NA
## 1010 4 5 NA
## 1011 0 0 NA
## 1012 0 0 NA
## 1013 11 9 NA
## 1014 0 7 NA
## 1015 0 1 NA
## 1016 0 2 NA
## 1017 7 8 NA
## 1018 0 6 NA
## 1019 7 4 NA
## 1020 0 0 NA
## 1021 3 7 NA
## 1022 0 0 NA
## 1023 2 2 NA
## 1024 14 4 NA
## 1025 7 7 NA
## 1026 1 3 NA
## 1027 1 0 NA
## 1028 1 3 NA
## 1029 2 0 NA
## 1030 3 6 NA
## 1031 1 2 NA
## 1032 1 8 NA
## 1033 0 8 NA
## 1034 1 0 NA
## 1035 0 7 NA
## 1036 1 1 NA
## 1037 1 4 NA
## 1038 7 1 NA
## 1039 2 2 NA
## 1040 1 1 NA
## 1041 1 4 NA
## 1042 0 2 NA
## 1043 3 4 NA
## 1044 4 11 NA
## 1045 1 4 NA
## 1046 0 0 NA
## 1047 1 4 NA
## 1048 8 8 NA
## 1049 7 7 NA
## 1050 2 2 NA
## 1051 1 9 NA
## 1052 1 7 NA
## 1053 0 2 NA
## 1054 2 2 NA
## 1055 1 2 NA
## 1056 0 2 NA
## 1057 2 0 NA
## 1058 1 9 NA
## 1059 4 7 NA
## 1060 0 4 NA
## 1061 2 8 NA
## 1062 7 2 NA
## 1063 4 7 NA
## 1064 0 2 NA
## 1065 1 2 NA
## 1066 0 2 NA
## 1067 0 2 NA
## 1068 11 10 NA
## 1069 0 3 NA
## 1070 2 2 NA
## 1071 0 0 NA
## 1072 3 12 NA
## 1073 2 2 NA
## 1074 1 7 NA
## 1075 0 0 NA
## 1076 15 9 NA
## 1077 4 8 NA
## 1078 0 2 NA
## 1079 7 7 NA
## 1080 0 2 NA
## 1081 2 2 NA
## 1082 1 1 NA
## 1083 1 0 NA
## 1084 6 9 NA
## 1085 1 8 NA
## 1086 1 12 NA
## 1087 0 2 NA
## 1088 0 1 NA
## 1089 0 3 NA
## 1090 4 4 NA
## 1091 1 7 NA
## 1092 11 11 NA
## 1093 0 7 NA
## 1094 1 3 NA
## 1095 1 5 NA
## 1096 4 3 NA
## 1097 0 2 NA
## 1098 1 2 NA
## 1099 0 7 NA
## 1100 0 8 NA
## 1101 9 9 NA
## 1102 1 3 NA
## 1103 7 5 NA
## 1104 0 4 NA
## 1105 0 1 NA
## 1106 1 1 NA
## 1107 6 8 NA
## 1108 0 2 NA
## 1109 0 7 NA
## 1110 0 4 NA
## 1111 2 9 NA
## 1112 0 4 NA
## 1113 7 7 NA
## 1114 1 3 NA
## 1115 12 11 NA
## 1116 7 3 NA
## 1117 0 1 NA
## 1118 7 5 NA
## 1119 0 4 NA
## 1120 0 6 NA
## 1121 2 0 NA
## 1122 2 1 NA
## 1123 8 7 NA
## 1124 11 8 NA
## 1125 0 0 NA
## 1126 0 0 NA
## 1127 1 2 NA
## 1128 1 4 NA
## 1129 0 4 NA
## 1130 1 1 NA
## 1131 2 2 NA
## 1132 15 2 NA
## 1133 2 2 NA
## 1134 3 3 NA
## 1135 0 4 NA
## 1136 1 3 NA
## 1137 0 3 NA
## 1138 1 7 NA
## 1139 5 13 NA
## 1140 6 11 NA
## 1141 7 8 NA
## 1142 4 2 NA
## 1143 4 8 NA
## 1144 0 2 NA
## 1145 0 2 NA
## 1146 0 1 NA
## 1147 1 2 NA
## 1148 2 2 NA
## 1149 1 2 NA
## 1150 10 8 NA
## 1151 0 3 NA
## 1152 0 0 NA
## 1153 0 3 NA
## 1154 0 0 NA
## 1155 5 11 NA
## 1156 1 0 NA
## 1157 0 2 NA
## 1158 0 0 NA
## 1159 2 2 NA
## 1160 0 1 NA
## 1161 0 2 NA
## 1162 0 0 NA
## 1163 3 10 NA
## 1164 1 2 NA
## 1165 1 7 NA
## 1166 2 2 NA
## 1167 11 1 NA
## 1168 4 4 NA
## 1169 0 3 NA
## 1170 1 7 NA# Remove columns with no unique values: Over18, EmployeeCount, StandardHours
# Remove employee number as it is only used as a unique identifier and not useful for attrition analysis
dropColumns = c("Over18", "StandardHours", "EmployeeCount", "EmployeeNumber")
combinedEmployeeDataframe = combinedEmployeeDataframe[ , !(names(combinedEmployeeDataframe) %in% dropColumns)]combinedEmployeeDataframe = combinedEmployeeDataframe[,c(1,32,31,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30)]
apply(combinedEmployeeDataframe, 2, function(x) length(unique(x)))## ID MonthlyIncome YearsWithCurrManager
## 1170 827 17
## Age Attrition BusinessTravel
## 43 2 3
## DailyRate Department DistanceFromHome
## 778 3 29
## Education EducationField EnvironmentSatisfaction
## 5 6 4
## Gender HourlyRate JobInvolvement
## 2 71 4
## JobLevel JobRole JobSatisfaction
## 5 9 4
## MaritalStatus MonthlyRate NumCompaniesWorked
## 3 1142 10
## OverTime PercentSalaryHike PerformanceRating
## 2 15 2
## RelationshipSatisfaction StockOptionLevel TotalWorkingYears
## 4 4 39
## TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 7 4 34
## YearsInCurrentRole YearsSinceLastPromotion
## 19 16ncol(combinedEmployeeDataframe)## [1] 32ncol(combinedEmployeeDataframe)## [1] 32combinedEmployeeDataframe$LogMonthlyIncome = log(combinedEmployeeDataframe$MonthlyIncome)
combinedEmployeeDataframe## ID MonthlyIncome YearsWithCurrManager Age Attrition BusinessTravel
## 1 1 4403 3 32 No Travel_Rarely
## 2 2 19626 9 40 No Travel_Rarely
## 3 3 9362 2 35 No Travel_Frequently
## 4 4 10422 7 32 No Travel_Rarely
## 5 5 3760 3 24 No Travel_Frequently
## 6 6 8793 7 27 No Travel_Frequently
## 7 7 2127 3 41 No Travel_Rarely
## 8 8 6694 0 37 No Travel_Rarely
## 9 9 2220 0 34 No Travel_Rarely
## 10 10 5063 7 34 No Travel_Frequently
## 11 11 19392 14 43 No Travel_Rarely
## 12 12 2706 2 28 No Non-Travel
## 13 13 10221 6 35 No Travel_Rarely
## 14 14 2476 0 30 No Travel_Rarely
## 15 15 3423 7 46 No Travel_Rarely
## 16 16 6932 0 31 No Non-Travel
## 17 17 6725 3 32 No Travel_Rarely
## 18 18 5258 0 46 No Non-Travel
## 19 19 2932 2 34 No Travel_Rarely
## 20 20 5033 2 44 No Travel_Rarely
## 21 21 8847 2 36 No Travel_Rarely
## 22 22 8120 2 48 No Travel_Rarely
## 23 23 5679 7 43 No Travel_Frequently
## 24 24 5332 3 31 No Travel_Frequently
## 25 25 6949 4 33 No Travel_Rarely
## 26 26 18213 10 44 No Travel_Rarely
## 27 27 9924 7 38 No Travel_Rarely
## 28 28 8224 3 33 Yes Travel_Rarely
## 29 29 10448 2 53 Yes Travel_Rarely
## 30 30 4258 2 52 No Non-Travel
## 31 31 4668 7 32 No Travel_Frequently
## 32 32 2028 13 33 No Travel_Rarely
## 33 33 16872 7 46 No Travel_Rarely
## 34 34 2258 7 35 No Travel_Rarely
## 35 35 9679 0 32 No Travel_Rarely
## 36 36 2794 3 32 No Travel_Frequently
## 37 37 10306 0 35 Yes Travel_Rarely
## 38 38 6134 2 36 Yes Travel_Rarely
## 39 39 19717 7 56 No Travel_Rarely
## 40 40 2791 2 31 No Travel_Frequently
## 41 41 16291 14 58 No Non-Travel
## 42 42 6632 1 45 No Travel_Rarely
## 43 43 2587 2 49 No Travel_Rarely
## 44 44 19613 1 42 No Travel_Rarely
## 45 45 1223 1 23 No Travel_Rarely
## 46 46 3673 8 42 No Travel_Frequently
## 47 47 6735 0 32 Yes Travel_Rarely
## 48 48 8740 7 38 No Travel_Rarely
## 49 49 1878 0 18 Yes Travel_Frequently
## 50 50 2024 2 27 No Non-Travel
## 51 51 2619 0 38 No Travel_Rarely
## 52 52 19701 5 58 No Travel_Rarely
## 53 53 2011 7 44 No Travel_Rarely
## 54 54 4447 8 45 No Non-Travel
## 55 55 4424 8 31 No Travel_Rarely
## 56 56 2289 4 41 No Travel_Rarely
## 57 57 2759 2 42 Yes Travel_Frequently
## 58 58 4723 5 29 No Travel_Rarely
## 59 59 13603 2 37 No Non-Travel
## 60 60 1118 0 25 Yes Travel_Frequently
## 61 61 10325 7 36 Yes Travel_Rarely
## 62 62 7094 7 36 No Travel_Rarely
## 63 63 3067 2 31 No Travel_Rarely
## 64 64 1514 0 18 No Non-Travel
## 65 65 2210 0 24 Yes Travel_Rarely
## 66 66 3298 5 32 No Travel_Rarely
## 67 67 6646 8 35 No Travel_Rarely
## 68 68 2647 4 23 No Travel_Rarely
## 69 69 2194 2 35 No Travel_Frequently
## 70 70 2115 7 37 No Travel_Rarely
## 71 71 2782 0 41 No Travel_Rarely
## 72 72 8463 3 28 No Travel_Rarely
## 73 73 5916 1 35 Yes Travel_Rarely
## 74 74 4766 0 41 No Travel_Rarely
## 75 75 8446 7 52 Yes Travel_Rarely
## 76 76 4011 7 30 No Travel_Frequently
## 77 77 7083 6 34 No Travel_Rarely
## 78 78 17567 12 46 No Travel_Rarely
## 79 79 8865 8 45 No Non-Travel
## 80 80 1129 0 31 No Travel_Rarely
## 81 81 4777 0 37 Yes Travel_Rarely
## 82 82 6883 7 35 No Travel_Rarely
## 83 83 5321 7 38 No Travel_Frequently
## 84 84 5974 7 37 No Travel_Rarely
## 85 85 5410 12 36 No Travel_Rarely
## 86 86 13726 3 59 No Travel_Rarely
## 87 87 4960 7 47 No Travel_Rarely
## 88 88 3743 2 35 Yes Travel_Rarely
## 89 89 8726 7 27 No Travel_Frequently
## 90 90 18947 1 46 No Travel_Rarely
## 91 91 1702 0 38 No Travel_Frequently
## 92 92 7336 10 29 Yes Travel_Rarely
## 93 93 2090 0 37 Yes Travel_Rarely
## 94 94 6142 4 35 No Travel_Rarely
## 95 95 19926 4 50 No Travel_Rarely
## 96 96 4907 6 42 No Travel_Rarely
## 97 97 16606 1 46 No Travel_Rarely
## 98 98 5163 0 37 No Non-Travel
## 99 99 3180 2 29 No Travel_Frequently
## 100 100 3294 2 34 No Travel_Rarely
## 101 101 2099 4 27 No Travel_Rarely
## 102 102 10793 9 31 No Travel_Rarely
## 103 103 6538 2 34 No Non-Travel
## 104 104 2819 2 23 No Travel_Rarely
## 105 105 16598 8 53 No Travel_Rarely
## 106 106 4420 7 26 No Travel_Rarely
## 107 107 4319 9 29 No Non-Travel
## 108 108 19636 4 55 No Travel_Rarely
## 109 109 8926 7 46 Yes Travel_Rarely
## 110 110 2439 2 32 No Travel_Rarely
## 111 111 2703 2 28 No Travel_Frequently
## 112 112 17099 8 52 No Travel_Rarely
## 113 113 10445 0 52 No Travel_Rarely
## 114 114 5093 0 35 No Non-Travel
## 115 115 8966 7 35 No Travel_Rarely
## 116 116 7642 9 37 No Non-Travel
## 117 117 4950 1 25 No Travel_Rarely
## 118 118 4025 3 29 No Travel_Rarely
## 119 119 2451 8 41 No Travel_Rarely
## 120 120 6687 11 34 No Travel_Rarely
## 121 121 11713 5 36 No Non-Travel
## 122 122 2380 2 21 No Travel_Rarely
## 123 123 10761 2 45 No Travel_Rarely
## 124 124 4028 5 38 No Travel_Rarely
## 125 125 4554 9 29 No Travel_Frequently
## 126 126 5204 9 35 No Travel_Rarely
## 127 127 3919 7 32 Yes Travel_Frequently
## 128 128 5906 8 45 No Travel_Rarely
## 129 129 4081 8 43 No Travel_Rarely
## 130 130 13225 8 46 No Travel_Rarely
## 131 131 4187 9 29 No Travel_Rarely
## 132 132 4507 4 49 No Travel_Rarely
## 133 133 4523 4 42 No Travel_Frequently
## 134 134 5295 0 39 No Travel_Rarely
## 135 135 5257 0 43 No Travel_Frequently
## 136 136 4244 7 40 No Travel_Frequently
## 137 137 2319 0 29 Yes Travel_Rarely
## 138 138 10739 8 54 No Travel_Rarely
## 139 139 2404 2 39 Yes Travel_Rarely
## 140 140 7428 3 37 No Travel_Rarely
## 141 141 13402 9 56 No Travel_Rarely
## 142 142 2372 2 58 No Travel_Rarely
## 143 143 10845 7 46 No Travel_Rarely
## 144 144 6502 1 37 No Travel_Rarely
## 145 145 6377 8 40 No Travel_Rarely
## 146 146 4649 2 29 No Non-Travel
## 147 147 2756 6 33 No Travel_Rarely
## 148 148 6392 2 33 No Travel_Rarely
## 149 149 3597 2 24 No Travel_Rarely
## 150 150 4877 0 28 No Travel_Rarely
## 151 151 4233 2 31 Yes Travel_Rarely
## 152 152 5396 8 32 No Travel_Rarely
## 153 153 5484 8 32 No Travel_Rarely
## 154 154 6870 2 41 No Travel_Rarely
## 155 155 2008 0 34 No Travel_Rarely
## 156 156 4736 2 30 No Non-Travel
## 157 157 5677 10 40 No Travel_Rarely
## 158 158 12169 5 39 Yes Travel_Frequently
## 159 159 10820 1 43 No Travel_Frequently
## 160 160 13191 0 42 No Travel_Frequently
## 161 161 5126 0 30 No Travel_Rarely
## 162 162 8722 9 28 Yes Non-Travel
## 163 163 7104 2 33 No Travel_Rarely
## 164 164 6545 2 42 No Travel_Rarely
## 165 165 8020 9 35 No Travel_Rarely
## 166 166 2044 2 20 Yes Travel_Rarely
## 167 167 16413 2 49 No Travel_Rarely
## 168 168 16184 5 33 No Travel_Rarely
## 169 169 5577 9 52 No Travel_Rarely
## 170 170 2514 7 29 No Travel_Rarely
## 171 171 5304 7 30 No Travel_Rarely
## 172 172 5467 7 47 No Non-Travel
## 173 173 10527 2 46 No Travel_Frequently
## 174 174 8380 8 33 No Travel_Rarely
## 175 175 14852 2 53 No Travel_Rarely
## 176 176 2070 2 21 No Travel_Rarely
## 177 177 19859 4 55 Yes Travel_Rarely
## 178 178 2042 2 26 Yes Travel_Frequently
## 179 179 8998 7 32 No Travel_Frequently
## 180 180 8686 7 38 No Travel_Rarely
## 181 181 10274 4 35 No Travel_Rarely
## 182 182 6893 7 38 No Travel_Rarely
## 183 183 4739 2 43 No Travel_Frequently
## 184 184 8376 2 39 No Travel_Rarely
## 185 185 3755 7 39 No Travel_Frequently
## 186 186 2070 4 28 No Travel_Rarely
## 187 187 5206 7 25 No Travel_Frequently
## 188 188 15972 2 47 No Travel_Rarely
## 189 189 19144 6 50 No Travel_Rarely
## 190 190 4221 4 28 No Non-Travel
## 191 191 5775 9 30 No Travel_Rarely
## 192 192 9637 2 31 No Travel_Frequently
## 193 193 4810 8 46 No Travel_Rarely
## 194 194 4051 7 48 No Travel_Rarely
## 195 195 3904 1 26 No Travel_Rarely
## 196 196 2723 0 51 No Travel_Rarely
## 197 197 2075 3 51 No Travel_Rarely
## 198 198 13120 3 49 No Travel_Rarely
## 199 199 10248 17 44 No Travel_Rarely
## 200 200 2127 0 24 No Travel_Rarely
## 201 201 13194 0 40 Yes Non-Travel
## 202 202 6220 9 32 No Travel_Rarely
## 203 203 6162 8 32 No Travel_Rarely
## 204 204 2216 7 28 Yes Travel_Rarely
## 205 205 3931 2 32 No Travel_Rarely
## 206 206 2559 1 44 No Travel_Rarely
## 207 207 5346 3 43 Yes Travel_Rarely
## 208 208 6673 0 38 Yes Travel_Rarely
## 209 209 3204 2 30 No Travel_Rarely
## 210 210 8189 7 41 No Travel_Rarely
## 211 211 13570 10 41 No Travel_Rarely
## 212 212 18303 0 42 No Travel_Rarely
## 213 213 4680 0 37 No Travel_Rarely
## 214 214 6062 2 42 No Travel_Rarely
## 215 215 2045 1 27 No Travel_Rarely
## 216 216 2345 2 40 No Travel_Rarely
## 217 217 9824 0 38 No Travel_Rarely
## 218 218 17174 7 48 No Travel_Frequently
## 219 219 2632 4 30 No Travel_Rarely
## 220 220 2875 2 26 No Travel_Rarely
## 221 221 6274 4 34 No Travel_Rarely
## 222 222 4286 0 45 Yes Travel_Frequently
## 223 223 5368 2 33 No Non-Travel
## 224 224 1563 0 28 No Travel_Rarely
## 225 225 4771 3 38 No Travel_Rarely
## 226 226 3748 7 30 No Travel_Rarely
## 227 227 1951 0 35 No Travel_Rarely
## 228 228 2328 2 22 No Travel_Rarely
## 229 229 4999 2 24 No Travel_Rarely
## 230 230 13966 12 49 No Travel_Rarely
## 231 231 5770 9 45 No Travel_Rarely
## 232 232 2014 2 35 No Travel_Rarely
## 233 233 12936 10 47 Yes Travel_Frequently
## 234 234 5940 5 54 No Travel_Rarely
## 235 235 16959 12 43 No Travel_Frequently
## 236 236 10609 7 37 Yes Travel_Rarely
## 237 237 18880 14 42 No Travel_Rarely
## 238 238 6322 5 32 No Travel_Rarely
## 239 239 2187 2 25 No Travel_Rarely
## 240 240 13269 11 50 No Travel_Rarely
## 241 241 7406 8 42 No Travel_Rarely
## 242 242 18061 0 45 No Travel_Frequently
## 243 243 2703 4 29 No Travel_Rarely
## 244 244 4400 2 25 Yes Travel_Rarely
## 245 245 5056 2 29 No Travel_Rarely
## 246 246 2532 3 29 No Travel_Rarely
## 247 247 7143 10 31 No Travel_Rarely
## 248 248 2269 2 32 No Travel_Rarely
## 249 249 5467 3 41 No Travel_Frequently
## 250 250 16595 8 41 No Travel_Rarely
## 251 251 2008 0 33 No Non-Travel
## 252 252 5079 7 36 No Non-Travel
## 253 253 2274 0 45 No Travel_Rarely
## 254 254 2956 0 31 Yes Travel_Rarely
## 255 255 13757 8 40 No Non-Travel
## 256 256 2438 2 43 No Non-Travel
## 257 257 2789 2 31 No Travel_Frequently
## 258 258 4779 2 30 No Travel_Rarely
## 259 259 9713 0 34 No Travel_Rarely
## 260 260 3977 2 25 No Travel_Rarely
## 261 261 2785 0 31 Yes Travel_Frequently
## 262 262 2362 7 29 Yes Travel_Rarely
## 263 263 2436 4 33 Yes Travel_Rarely
## 264 264 2157 2 29 No Travel_Frequently
## 265 265 2774 2 24 No Travel_Rarely
## 266 266 2426 3 35 No Travel_Rarely
## 267 267 17007 9 34 No Travel_Frequently
## 268 268 1393 0 32 Yes Travel_Rarely
## 269 269 5968 8 33 No Travel_Frequently
## 270 270 9957 2 30 No Travel_Rarely
## 271 271 5154 7 45 No Non-Travel
## 272 272 5433 9 34 No Travel_Rarely
## 273 273 3540 8 27 No Travel_Rarely
## 274 274 5647 2 36 No Travel_Rarely
## 275 275 18722 15 55 No Travel_Rarely
## 276 276 19943 2 56 No Travel_Rarely
## 277 277 2244 2 22 No Travel_Rarely
## 278 278 2455 7 43 No Travel_Frequently
## 279 279 5744 3 25 Yes Travel_Rarely
## 280 280 4035 2 55 No Travel_Rarely
## 281 281 7847 8 43 No Travel_Rarely
## 282 282 4721 17 41 No Travel_Rarely
## 283 283 6513 3 40 No Travel_Rarely
## 284 284 7547 7 31 No Travel_Rarely
## 285 285 2844 0 38 No Travel_Rarely
## 286 286 5207 7 33 No Travel_Rarely
## 287 287 2472 0 22 Yes Travel_Rarely
## 288 288 2661 2 34 No Travel_Rarely
## 289 289 9738 8 36 No Travel_Frequently
## 290 290 2572 2 35 No Travel_Rarely
## 291 291 2270 2 45 No Travel_Rarely
## 292 292 5674 8 36 No Non-Travel
## 293 293 2279 3 27 No Travel_Rarely
## 294 294 11957 12 47 No Non-Travel
## 295 295 16437 7 40 No Travel_Rarely
## 296 296 2660 2 35 No Travel_Rarely
## 297 297 9547 9 34 No Travel_Frequently
## 298 298 6074 6 34 Yes Travel_Frequently
## 299 299 2321 2 31 Yes Non-Travel
## 300 300 3464 2 28 Yes Travel_Rarely
## 301 301 6524 3 32 No Travel_Frequently
## 302 302 9069 8 35 No Travel_Frequently
## 303 303 3537 2 55 No Travel_Rarely
## 304 304 5098 8 35 No Travel_Rarely
## 305 305 2479 0 58 Yes Travel_Rarely
## 306 306 3162 4 24 No Non-Travel
## 307 307 2380 0 50 No Travel_Rarely
## 308 308 2979 0 34 No Non-Travel
## 309 309 6385 7 55 No Travel_Frequently
## 310 310 4851 2 25 No Travel_Rarely
## 311 311 5484 1 34 No Travel_Rarely
## 312 312 13237 13 40 No Travel_Rarely
## 313 313 4084 7 31 Yes Travel_Frequently
## 314 314 6132 0 51 No Travel_Rarely
## 315 315 5405 2 60 No Travel_Rarely
## 316 316 4163 7 47 No Travel_Rarely
## 317 317 2231 2 34 No Travel_Frequently
## 318 318 4617 2 24 No Travel_Rarely
## 319 319 6120 4 39 No Travel_Rarely
## 320 320 2994 1 19 No Travel_Rarely
## 321 321 2332 2 32 No Non-Travel
## 322 322 2691 8 34 No Travel_Rarely
## 323 323 3761 3 30 No Travel_Frequently
## 324 324 4615 7 46 No Travel_Rarely
## 325 325 12742 8 39 No Travel_Rarely
## 326 326 2318 0 27 No Travel_Rarely
## 327 327 19049 10 44 No Travel_Rarely
## 328 328 5410 2 42 No Travel_Rarely
## 329 329 2133 7 38 No Travel_Frequently
## 330 330 16799 9 42 No Travel_Rarely
## 331 331 15379 0 49 No Travel_Rarely
## 332 332 10400 8 32 Yes Travel_Rarely
## 333 333 2342 3 44 Yes Travel_Frequently
## 334 334 7412 7 27 No Travel_Rarely
## 335 335 18844 2 59 No Non-Travel
## 336 336 4508 8 33 Yes Travel_Frequently
## 337 337 4968 2 35 No Travel_Frequently
## 338 338 7756 4 34 No Travel_Frequently
## 339 339 4728 0 50 Yes Travel_Frequently
## 340 340 2341 0 27 No Travel_Rarely
## 341 341 3419 0 36 No Travel_Rarely
## 342 342 3867 2 28 No Travel_Frequently
## 343 343 7119 2 33 No Travel_Rarely
## 344 344 2083 0 30 No Travel_Frequently
## 345 345 4115 3 30 No Travel_Rarely
## 346 346 13341 10 39 No Travel_Rarely
## 347 347 4033 2 34 No Travel_Frequently
## 348 348 6397 4 26 No Travel_Frequently
## 349 349 2290 0 44 No Non-Travel
## 350 350 11103 1 56 No Travel_Rarely
## 351 351 13348 7 42 No Travel_Rarely
## 352 352 6929 7 31 No Travel_Rarely
## 353 353 4422 0 40 No Travel_Frequently
## 354 354 4069 2 40 No Non-Travel
## 355 355 10447 5 41 No Travel_Rarely
## 356 356 4759 12 34 No Travel_Rarely
## 357 357 2368 3 26 No Travel_Rarely
## 358 358 2546 1 29 Yes Travel_Rarely
## 359 359 6162 8 32 No Travel_Rarely
## 360 360 3210 11 36 No Travel_Rarely
## 361 361 19999 9 52 No Travel_Rarely
## 362 362 1091 0 29 Yes Travel_Frequently
## 363 363 19845 9 52 Yes Travel_Rarely
## 364 364 19436 9 40 No Travel_Rarely
## 365 365 19187 11 55 No Travel_Rarely
## 366 366 13212 7 56 No Travel_Frequently
## 367 367 4444 10 34 No Travel_Frequently
## 368 368 5473 1 40 No Travel_Rarely
## 369 369 2073 2 23 No Travel_Rarely
## 370 370 5055 7 32 No Travel_Rarely
## 371 371 4148 3 31 No Travel_Frequently
## 372 372 8412 8 30 No Non-Travel
## 373 373 5210 11 45 No Travel_Frequently
## 374 374 3936 7 37 No Travel_Rarely
## 375 375 2728 2 20 No Travel_Rarely
## 376 376 14411 9 50 No Travel_Frequently
## 377 377 2743 14 36 Yes Travel_Rarely
## 378 378 5087 0 42 No Travel_Rarely
## 379 379 2168 3 29 No Travel_Rarely
## 380 380 2132 1 30 Yes Travel_Rarely
## 381 381 18300 1 47 No Travel_Rarely
## 382 382 2942 7 26 No Travel_Rarely
## 383 383 5486 2 48 No Travel_Rarely
## 384 384 2322 0 23 No Travel_Rarely
## 385 385 2461 7 51 Yes Travel_Rarely
## 386 386 13582 11 38 No Travel_Rarely
## 387 387 8789 8 35 No Travel_Frequently
## 388 388 4262 2 29 No Travel_Rarely
## 389 389 4502 7 36 No Travel_Rarely
## 390 390 2174 2 21 Yes Travel_Frequently
## 391 391 6500 2 34 No Travel_Rarely
## 392 392 4157 0 26 No Travel_Rarely
## 393 393 3065 3 31 No Non-Travel
## 394 394 10266 11 60 No Travel_Frequently
## 395 395 2515 2 42 No Travel_Frequently
## 396 396 2695 2 31 No Travel_Rarely
## 397 397 17861 1 46 No Travel_Rarely
## 398 398 2742 2 34 Yes Travel_Rarely
## 399 399 6306 9 56 No Non-Travel
## 400 400 10209 2 44 No Travel_Frequently
## 401 401 6091 2 30 No Travel_Rarely
## 402 402 5265 2 42 No Non-Travel
## 403 403 2105 0 47 No Travel_Rarely
## 404 404 8008 2 36 No Travel_Rarely
## 405 405 2559 1 35 No Travel_Rarely
## 406 406 16627 0 43 No Travel_Rarely
## 407 407 5468 7 31 No Travel_Rarely
## 408 408 2741 7 36 No Travel_Rarely
## 409 409 15427 7 53 No Travel_Rarely
## 410 410 17159 0 43 No Travel_Rarely
## 411 411 2342 3 36 No Travel_Rarely
## 412 412 9241 7 41 No Travel_Rarely
## 413 413 3022 0 37 No Travel_Rarely
## 414 414 4648 0 32 No Travel_Frequently
## 415 415 2351 0 34 Yes Travel_Frequently
## 416 416 5762 7 35 No Non-Travel
## 417 417 2564 7 30 No Non-Travel
## 418 418 3688 0 36 No Travel_Frequently
## 419 419 6474 11 37 No Travel_Rarely
## 420 420 11935 7 29 No Travel_Rarely
## 421 421 4325 3 34 No Travel_Rarely
## 422 422 4449 7 37 No Non-Travel
## 423 423 6172 7 31 Yes Travel_Rarely
## 424 424 1611 0 18 No Non-Travel
## 425 425 4724 4 28 No Travel_Rarely
## 426 426 10798 0 43 No Travel_Rarely
## 427 427 1274 0 30 No Non-Travel
## 428 428 3230 0 21 No Travel_Rarely
## 429 429 3730 2 32 Yes Travel_Rarely
## 430 430 5957 9 34 No Travel_Rarely
## 431 431 4478 4 27 No Travel_Rarely
## 432 432 3544 0 40 No Non-Travel
## 433 433 4284 3 49 Yes Travel_Frequently
## 434 434 2109 0 29 No Travel_Rarely
## 435 435 9705 0 40 No Travel_Rarely
## 436 436 6214 7 27 No Travel_Rarely
## 437 437 4382 1 28 Yes Travel_Rarely
## 438 438 2867 6 26 No Travel_Rarely
## 439 439 2683 2 50 Yes Travel_Rarely
## 440 440 7625 8 38 No Travel_Rarely
## 441 441 4998 7 32 No Travel_Frequently
## 442 442 2974 2 29 No Travel_Rarely
## 443 443 3485 0 28 Yes Travel_Rarely
## 444 444 3195 2 44 No Travel_Rarely
## 445 445 19328 2 46 No Travel_Rarely
## 446 446 3420 2 47 No Travel_Rarely
## 447 447 4735 9 38 No Travel_Frequently
## 448 448 5538 0 42 No Travel_Rarely
## 449 449 2406 9 38 No Travel_Frequently
## 450 450 4385 5 45 No Non-Travel
## 451 451 4878 1 33 No Travel_Rarely
## 452 452 3420 3 44 No Travel_Rarely
## 453 453 5813 7 35 Yes Travel_Rarely
## 454 454 5487 9 33 No Travel_Rarely
## 455 455 15402 2 48 No Travel_Rarely
## 456 456 19833 8 40 No Travel_Rarely
## 457 457 5476 2 31 No Travel_Rarely
## 458 458 5441 0 51 No Travel_Rarely
## 459 459 2066 0 56 No Travel_Rarely
## 460 460 5810 8 36 No Travel_Rarely
## 461 461 2093 0 42 No Travel_Frequently
## 462 462 2013 3 36 No Travel_Rarely
## 463 463 9208 1 50 No Travel_Frequently
## 464 464 5238 4 31 No Travel_Frequently
## 465 465 2437 0 43 Yes Travel_Frequently
## 466 466 3944 2 38 No Travel_Rarely
## 467 467 2644 2 36 No Travel_Rarely
## 468 468 3038 0 36 No Travel_Rarely
## 469 469 4969 2 26 Yes Non-Travel
## 470 470 4450 3 53 No Travel_Rarely
## 471 471 2226 2 27 No Travel_Rarely
## 472 472 2439 0 29 Yes Travel_Frequently
## 473 473 13245 0 45 No Travel_Rarely
## 474 474 3452 3 45 No Travel_Rarely
## 475 475 2207 2 28 No Travel_Rarely
## 476 476 5772 8 46 No Travel_Frequently
## 477 477 6334 0 37 No Travel_Rarely
## 478 478 4306 0 26 No Travel_Rarely
## 479 479 2950 4 52 No Travel_Rarely
## 480 480 13744 8 37 No Travel_Rarely
## 481 481 5373 2 29 No Travel_Rarely
## 482 482 2356 2 31 No Travel_Rarely
## 483 483 5747 11 34 No Travel_Frequently
## 484 484 4257 2 56 No Travel_Rarely
## 485 485 10312 6 58 Yes Travel_Rarely
## 486 486 5993 5 41 Yes Travel_Rarely
## 487 487 1081 0 30 Yes Travel_Rarely
## 488 488 2911 3 31 No Travel_Rarely
## 489 489 5381 0 48 Yes Travel_Rarely
## 490 490 6142 3 34 No Travel_Rarely
## 491 491 18665 2 49 No Travel_Frequently
## 492 492 16880 2 50 No Travel_Rarely
## 493 493 5869 4 29 No Travel_Rarely
## 494 494 8606 3 35 No Travel_Rarely
## 495 495 5673 7 36 No Travel_Rarely
## 496 496 16307 17 51 No Travel_Rarely
## 497 497 2654 2 45 No Travel_Rarely
## 498 498 2326 2 37 No Travel_Frequently
## 499 499 5237 7 36 No Travel_Rarely
## 500 500 5736 2 39 No Non-Travel
## 501 501 10008 9 58 Yes Travel_Rarely
## 502 502 2028 3 28 Yes Travel_Rarely
## 503 503 2655 7 48 Yes Travel_Frequently
## 504 504 9980 8 29 No Travel_Rarely
## 505 505 17169 6 47 No Travel_Rarely
## 506 506 5878 5 32 No Travel_Rarely
## 507 507 2851 0 33 Yes Travel_Rarely
## 508 508 10596 2 51 No Travel_Frequently
## 509 509 2793 8 37 No Travel_Frequently
## 510 510 19545 8 41 Yes Travel_Rarely
## 511 511 5343 9 38 No Travel_Rarely
## 512 512 10920 5 39 No Non-Travel
## 513 513 3433 3 32 No Travel_Frequently
## 514 514 13458 12 33 No Travel_Frequently
## 515 515 2610 2 21 No Non-Travel
## 516 516 5482 2 51 No Travel_Rarely
## 517 517 2413 0 25 Yes Travel_Rarely
## 518 518 2766 4 42 No Travel_Rarely
## 519 519 4627 7 30 No Travel_Rarely
## 520 520 2587 0 56 Yes Travel_Rarely
## 521 521 2553 3 34 No Travel_Frequently
## 522 522 2408 0 28 Yes Travel_Rarely
## 523 523 9724 0 45 No Travel_Rarely
## 524 524 19502 9 49 No Travel_Rarely
## 525 525 2177 0 59 No Travel_Rarely
## 526 526 7525 12 53 No Travel_Frequently
## 527 527 5006 3 45 No Travel_Rarely
## 528 528 6833 1 31 No Travel_Rarely
## 529 529 2859 4 35 No Travel_Rarely
## 530 530 4963 3 56 Yes Travel_Rarely
## 531 531 8823 9 38 No Travel_Rarely
## 532 532 6815 0 36 No Travel_Rarely
## 533 533 2700 7 29 No Travel_Rarely
## 534 534 6667 2 32 No Non-Travel
## 535 535 2119 7 29 Yes Travel_Rarely
## 536 536 2089 2 43 No Non-Travel
## 537 537 7351 0 38 No Travel_Rarely
## 538 538 2696 0 42 No Travel_Rarely
## 539 539 3202 4 24 Yes Travel_Rarely
## 540 540 5155 5 42 No Travel_Rarely
## 541 541 3491 9 30 No Travel_Rarely
## 542 542 3143 6 33 No Travel_Rarely
## 543 543 2566 1 27 No Non-Travel
## 544 544 6553 0 38 No Travel_Rarely
## 545 545 4381 3 34 No Travel_Rarely
## 546 546 2929 7 34 No Travel_Rarely
## 547 547 7403 7 49 No Travel_Rarely
## 548 548 5094 0 40 No Travel_Frequently
## 549 549 12061 1 38 No Travel_Rarely
## 550 550 2177 4 45 No Travel_Rarely
## 551 551 19189 10 41 No Travel_Rarely
## 552 552 4936 4 28 No Travel_Rarely
## 553 553 3886 8 36 No Travel_Frequently
## 554 554 2259 0 48 No Travel_Rarely
## 555 555 4876 2 40 No Non-Travel
## 556 556 9602 0 37 No Travel_Rarely
## 557 557 3780 0 54 No Travel_Rarely
## 558 558 3622 3 34 No Travel_Rarely
## 559 559 4434 8 42 No Travel_Rarely
## 560 560 5296 7 26 No Travel_Rarely
## 561 561 2088 2 36 No Travel_Frequently
## 562 562 15787 2 58 No Travel_Frequently
## 563 563 2811 2 27 No Travel_Rarely
## 564 564 11031 8 31 No Non-Travel
## 565 565 3833 2 30 No Travel_Rarely
## 566 566 2436 2 44 No Travel_Rarely
## 567 567 2176 4 32 No Travel_Rarely
## 568 568 9714 7 30 Yes Travel_Rarely
## 569 569 6244 3 42 No Travel_Rarely
## 570 570 13973 5 50 No Travel_Rarely
## 571 571 4393 4 41 No Travel_Rarely
## 572 572 2693 0 21 Yes Travel_Rarely
## 573 573 6834 7 28 No Travel_Frequently
## 574 574 6799 8 34 No Travel_Rarely
## 575 575 6272 4 26 No Travel_Rarely
## 576 576 5993 7 37 No Travel_Rarely
## 577 577 2858 0 38 No Travel_Rarely
## 578 578 3162 3 44 No Non-Travel
## 579 579 5042 8 39 No Travel_Frequently
## 580 580 6623 0 29 No Travel_Rarely
## 581 581 3669 2 25 No Travel_Rarely
## 582 582 15992 0 42 No Travel_Rarely
## 583 583 5811 0 38 No Travel_Rarely
## 584 584 4779 5 28 No Travel_Rarely
## 585 585 6465 3 44 No Travel_Rarely
## 586 586 2741 7 40 No Travel_Rarely
## 587 587 5329 9 38 No Non-Travel
## 588 588 3407 3 36 Yes Travel_Rarely
## 589 589 3629 2 37 No Travel_Rarely
## 590 590 4014 2 35 No Travel_Rarely
## 591 591 2814 3 22 No Non-Travel
## 592 592 4599 10 34 Yes Travel_Rarely
## 593 593 2909 2 28 Yes Travel_Frequently
## 594 594 3211 4 49 No Travel_Rarely
## 595 595 10435 12 40 No Travel_Rarely
## 596 596 4037 8 33 No Travel_Rarely
## 597 597 10903 8 35 No Travel_Rarely
## 598 598 3448 0 40 No Travel_Rarely
## 599 599 6142 3 27 No Travel_Rarely
## 600 600 2293 0 24 Yes Travel_Rarely
## 601 601 2033 0 24 No Non-Travel
## 602 602 4087 2 32 No Non-Travel
## 603 603 11416 7 30 No Travel_Rarely
## 604 604 3131 8 29 No Travel_Rarely
## 605 605 2760 2 29 Yes Travel_Rarely
## 606 606 14814 3 53 No Travel_Rarely
## 607 607 5473 3 59 No Travel_Frequently
## 608 608 5605 7 38 No Travel_Rarely
## 609 609 3578 7 26 No Travel_Rarely
## 610 610 2342 2 33 No Non-Travel
## 611 611 5363 0 35 No Travel_Rarely
## 612 612 6811 7 41 No Non-Travel
## 613 613 2707 7 33 Yes Travel_Rarely
## 614 614 2121 0 19 Yes Travel_Rarely
## 615 615 7264 7 30 No Travel_Rarely
## 616 616 3986 13 34 No Travel_Rarely
## 617 617 3838 2 33 No Travel_Rarely
## 618 618 5454 3 44 No Travel_Rarely
## 619 619 9991 7 39 No Travel_Rarely
## 620 620 1281 0 35 No Non-Travel
## 621 621 2926 0 20 Yes Travel_Frequently
## 622 622 5067 7 47 No Travel_Frequently
## 623 623 3280 3 34 No Travel_Rarely
## 624 624 8837 7 35 No Travel_Rarely
## 625 625 2561 0 28 Yes Travel_Frequently
## 626 626 2517 3 27 No Travel_Rarely
## 627 627 4162 3 24 No Travel_Rarely
## 628 628 11510 9 38 No Travel_Rarely
## 629 629 10976 2 55 No Travel_Frequently
## 630 630 8621 7 34 No Travel_Rarely
## 631 631 2662 4 55 No Travel_Rarely
## 632 632 9888 1 34 No Travel_Rarely
## 633 633 6861 0 38 No Travel_Rarely
## 634 634 2835 0 36 No Travel_Rarely
## 635 635 9985 0 43 No Travel_Rarely
## 636 636 2376 2 35 No Travel_Frequently
## 637 637 17665 7 42 No Travel_Rarely
## 638 638 8628 1 34 No Travel_Rarely
## 639 639 2725 4 24 No Travel_Rarely
## 640 640 3041 2 27 Yes Travel_Rarely
## 641 641 2693 0 30 No Travel_Rarely
## 642 642 4448 7 40 No Travel_Rarely
## 643 643 16756 2 55 No Non-Travel
## 644 644 2307 0 34 Yes Non-Travel
## 645 645 2107 0 41 Yes Non-Travel
## 646 646 10855 11 40 No Travel_Rarely
## 647 647 1904 0 18 Yes Non-Travel
## 648 648 2305 2 26 No Travel_Rarely
## 649 649 4312 8 35 No Travel_Rarely
## 650 650 2166 3 40 Yes Travel_Rarely
## 651 651 2450 2 35 No Travel_Rarely
## 652 652 5220 9 60 No Travel_Rarely
## 653 653 13499 13 40 No Travel_Frequently
## 654 654 12504 0 48 No Travel_Rarely
## 655 655 3894 2 22 Yes Travel_Frequently
## 656 656 4741 3 26 No Travel_Frequently
## 657 657 12490 7 51 No Travel_Rarely
## 658 658 16032 12 54 No Travel_Frequently
## 659 659 6032 2 41 No Travel_Rarely
## 660 660 6499 3 36 No Travel_Frequently
## 661 661 5309 7 32 No Travel_Frequently
## 662 662 2768 7 34 No Travel_Rarely
## 663 663 10368 3 46 No Travel_Rarely
## 664 664 3917 2 35 No Travel_Rarely
## 665 665 4568 7 34 No Non-Travel
## 666 666 6294 2 29 No Travel_Frequently
## 667 667 7918 1 29 No Travel_Frequently
## 668 668 3408 3 33 Yes Travel_Rarely
## 669 669 4883 1 32 Yes Travel_Rarely
## 670 670 17779 9 54 No Travel_Rarely
## 671 671 13664 2 37 No Travel_Rarely
## 672 672 5505 4 33 No Travel_Rarely
## 673 673 4898 3 28 No Travel_Frequently
## 674 674 2022 8 35 Yes Travel_Frequently
## 675 675 3517 2 27 No Travel_Rarely
## 676 676 18789 8 46 No Travel_Rarely
## 677 677 5228 5 36 No Travel_Rarely
## 678 678 6323 4 40 No Travel_Frequently
## 679 679 5131 2 36 No Travel_Frequently
## 680 680 2329 2 31 No Travel_Rarely
## 681 681 4256 3 25 No Travel_Rarely
## 682 682 2258 2 43 No Travel_Frequently
## 683 683 5347 2 36 No Travel_Rarely
## 684 684 9439 4 57 No Travel_Rarely
## 685 685 2713 2 28 No Travel_Rarely
## 686 686 10648 8 31 No Travel_Rarely
## 687 687 7553 7 29 Yes Travel_Frequently
## 688 688 2622 1 33 No Travel_Rarely
## 689 689 1102 0 19 Yes Travel_Rarely
## 690 690 2592 8 38 No Non-Travel
## 691 691 6077 2 38 No Travel_Frequently
## 692 692 11849 9 47 Yes Non-Travel
## 693 693 6781 0 42 No Travel_Rarely
## 694 694 2285 0 30 Yes Travel_Frequently
## 695 695 9525 3 37 No Travel_Frequently
## 696 696 3294 2 47 No Travel_Rarely
## 697 697 15202 2 48 No Travel_Frequently
## 698 698 5914 7 36 No Travel_Rarely
## 699 699 1569 0 18 Yes Travel_Frequently
## 700 700 19081 3 46 No Travel_Rarely
## 701 701 2804 0 29 No Travel_Rarely
## 702 702 5714 3 34 No Travel_Rarely
## 703 703 10377 12 35 No Non-Travel
## 704 704 2148 4 26 Yes Travel_Rarely
## 705 705 2267 2 59 No Travel_Rarely
## 706 706 6230 10 41 No Non-Travel
## 707 707 6854 7 54 No Travel_Rarely
## 708 708 2109 2 31 No Travel_Rarely
## 709 709 3702 4 38 No Travel_Rarely
## 710 710 17924 7 50 No Non-Travel
## 711 711 11916 8 30 No Travel_Rarely
## 712 712 14118 0 57 No Travel_Rarely
## 713 713 2559 0 48 No Travel_Rarely
## 714 714 9699 12 36 No Travel_Frequently
## 715 715 7587 9 36 No Non-Travel
## 716 716 1555 0 24 Yes Travel_Rarely
## 717 717 6578 4 30 No Travel_Rarely
## 718 718 3660 7 28 No Travel_Rarely
## 719 719 4581 7 35 Yes Travel_Frequently
## 720 720 7655 7 28 No Travel_Rarely
## 721 721 9434 8 37 No Travel_Rarely
## 722 722 5768 2 37 No Travel_Rarely
## 723 723 2996 3 34 No Travel_Frequently
## 724 724 8858 8 36 No Travel_Rarely
## 725 725 3968 0 42 No Travel_Rarely
## 726 726 4898 2 25 No Travel_Rarely
## 727 727 2973 0 37 No Travel_Frequently
## 728 728 3815 0 34 No Travel_Frequently
## 729 729 2340 0 26 Yes Travel_Rarely
## 730 730 2523 1 22 No Travel_Rarely
## 731 731 4765 0 43 No Travel_Rarely
## 732 732 5238 0 39 Yes Travel_Rarely
## 733 733 2863 0 27 Yes Travel_Frequently
## 734 734 4707 2 32 Yes Non-Travel
## 735 735 2972 0 34 No Travel_Rarely
## 736 736 6500 7 27 No Travel_Rarely
## 737 737 12031 6 39 No Travel_Rarely
## 738 738 5171 5 59 No Travel_Rarely
## 739 739 4601 0 35 No Travel_Rarely
## 740 740 3681 2 35 No Travel_Rarely
## 741 741 8639 2 25 No Travel_Rarely
## 742 742 11557 1 31 No Travel_Rarely
## 743 743 4285 7 37 No Travel_Rarely
## 744 744 3295 2 23 No Travel_Rarely
## 745 745 4907 4 25 No Travel_Rarely
## 746 746 2296 0 24 No Travel_Rarely
## 747 747 2335 0 29 Yes Travel_Rarely
## 748 748 5343 9 34 No Travel_Frequently
## 749 749 3907 2 24 No Travel_Rarely
## 750 750 2500 2 33 No Travel_Rarely
## 751 751 2323 2 20 Yes Travel_Frequently
## 752 752 2302 2 31 Yes Travel_Frequently
## 753 753 11245 13 50 No Travel_Frequently
## 754 754 7314 7 46 Yes Travel_Rarely
## 755 755 13549 3 54 No Travel_Rarely
## 756 756 3708 4 44 No Non-Travel
## 757 757 4014 7 35 No Travel_Rarely
## 758 758 6651 2 49 No Travel_Rarely
## 759 759 3306 0 38 No Travel_Rarely
## 760 760 18824 11 45 Yes Travel_Rarely
## 761 761 2404 0 29 Yes Travel_Rarely
## 762 762 16752 0 47 No Travel_Rarely
## 763 763 6151 9 41 No Non-Travel
## 764 764 6347 13 50 No Non-Travel
## 765 765 3737 2 34 No Travel_Rarely
## 766 766 5769 4 45 No Travel_Rarely
## 767 767 3376 8 41 No Travel_Rarely
## 768 768 10932 1 40 No Non-Travel
## 769 769 7379 4 46 No Travel_Rarely
## 770 770 5593 12 45 No Non-Travel
## 771 771 4682 1 33 No Travel_Frequently
## 772 772 10453 7 46 No Travel_Rarely
## 773 773 10938 8 39 No Travel_Frequently
## 774 774 3388 0 36 Yes Travel_Rarely
## 775 775 10124 9 42 No Travel_Frequently
## 776 776 3505 2 23 No Travel_Rarely
## 777 777 2064 3 30 No Travel_Rarely
## 778 778 2827 0 32 No Non-Travel
## 779 779 2570 7 26 No Non-Travel
## 780 780 4787 2 29 Yes Travel_Rarely
## 781 781 3140 2 41 Yes Travel_Rarely
## 782 782 4553 10 39 No Travel_Rarely
## 783 783 2277 3 33 No Travel_Rarely
## 784 784 4539 1 33 No Travel_Frequently
## 785 785 4978 0 47 No Non-Travel
## 786 786 16422 0 31 No Travel_Rarely
## 787 787 13116 2 51 No Travel_Rarely
## 788 788 4941 7 52 Yes Travel_Rarely
## 789 789 19038 0 55 No Travel_Rarely
## 790 790 2096 1 25 No Travel_Rarely
## 791 791 4789 2 49 No Travel_Rarely
## 792 792 2311 2 34 No Travel_Rarely
## 793 793 7756 2 38 No Travel_Rarely
## 794 794 10096 8 36 No Travel_Rarely
## 795 795 6804 7 49 No Non-Travel
## 796 796 3348 7 33 Yes Travel_Frequently
## 797 797 13496 10 45 No Travel_Rarely
## 798 798 2398 0 22 Yes Travel_Rarely
## 799 799 1859 0 19 Yes Non-Travel
## 800 800 6842 4 36 No Travel_Rarely
## 801 801 5376 3 33 No Travel_Frequently
## 802 802 6582 5 31 No Travel_Rarely
## 803 803 17068 10 39 No Travel_Rarely
## 804 804 9582 7 35 Yes Travel_Rarely
## 805 805 2042 2 44 No Non-Travel
## 806 806 8321 7 36 No Travel_Rarely
## 807 807 6232 2 25 No Travel_Rarely
## 808 808 2323 2 22 No Travel_Rarely
## 809 809 2862 8 30 No Travel_Rarely
## 810 810 3058 1 27 No Travel_Rarely
## 811 811 3072 10 30 No Non-Travel
## 812 812 3229 2 25 No Travel_Rarely
## 813 813 4260 3 24 No Travel_Rarely
## 814 814 19658 0 47 No Travel_Rarely
## 815 815 2899 2 38 No Travel_Rarely
## 816 816 2781 10 33 No Travel_Rarely
## 817 817 6877 0 30 No Travel_Rarely
## 818 818 11691 7 33 No Travel_Rarely
## 819 819 2720 2 30 No Travel_Rarely
## 820 820 9854 2 28 Yes Travel_Rarely
## 821 821 3312 2 32 No Travel_Rarely
## 822 822 6931 2 29 No Travel_Rarely
## 823 823 6712 7 34 No Travel_Rarely
## 824 824 2610 2 31 Yes Travel_Frequently
## 825 825 4663 1 36 No Travel_Rarely
## 826 826 19627 2 46 No Travel_Rarely
## 827 827 8161 0 31 Yes Travel_Rarely
## 828 828 4538 2 34 No Travel_Rarely
## 829 829 2468 5 38 No Travel_Frequently
## 830 830 18200 7 50 No Travel_Frequently
## 831 831 3633 8 45 No Non-Travel
## 832 832 1675 0 19 Yes Travel_Rarely
## 833 833 3196 3 28 No Travel_Rarely
## 834 834 2552 0 19 No Travel_Rarely
## 835 835 13577 0 55 No Non-Travel
## 836 836 8834 7 37 No Non-Travel
## 837 837 2996 3 37 No Travel_Rarely
## 838 838 5337 7 34 No Travel_Rarely
## 839 839 10333 10 47 No Travel_Rarely
## 840 840 19665 9 48 No Travel_Rarely
## 841 841 1420 0 18 Yes Travel_Rarely
## 842 842 7988 9 29 No Travel_Rarely
## 843 843 13826 0 52 No Travel_Frequently
## 844 844 8500 6 34 No Travel_Rarely
## 845 845 6029 2 34 No Travel_Rarely
## 846 846 4558 8 28 No Travel_Rarely
## 847 847 1483 0 19 No Travel_Rarely
## 848 848 9613 7 39 No Travel_Rarely
## 849 849 6380 0 40 Yes Travel_Rarely
## 850 850 2544 7 26 No Travel_Frequently
## 851 851 4559 2 31 Yes Travel_Rarely
## 852 852 2206 8 30 No Travel_Rarely
## 853 853 4193 8 29 No Travel_Rarely
## 854 854 5661 7 28 No Travel_Rarely
## 855 855 4788 2 35 No Travel_Rarely
## 856 856 2404 0 35 No Travel_Rarely
## 857 857 2657 4 30 Yes Travel_Rarely
## 858 858 8943 9 31 No Travel_Frequently
## 859 859 2238 4 41 No Travel_Rarely
## 860 860 7978 5 44 Yes Travel_Rarely
## 861 861 2838 7 51 No Travel_Frequently
## 862 862 10231 17 43 No Travel_Rarely
## 863 863 5304 4 34 Yes Non-Travel
## 864 864 13770 13 47 No Travel_Frequently
## 865 865 9380 2 45 No Travel_Rarely
## 866 866 7898 8 48 No Travel_Rarely
## 867 867 4465 2 32 No Non-Travel
## 868 868 4591 2 47 No Travel_Rarely
## 869 869 4477 2 45 No Travel_Rarely
## 870 870 4425 2 35 No Travel_Frequently
## 871 871 NA 7 43 No Travel_Frequently
## 872 872 NA 2 33 No Travel_Rarely
## 873 873 NA 8 55 Yes Travel_Rarely
## 874 874 NA 2 36 No Non-Travel
## 875 875 NA 7 27 No Travel_Rarely
## 876 876 NA 0 39 Yes Travel_Rarely
## 877 877 NA 7 33 No Non-Travel
## 878 878 NA 2 21 Yes Travel_Frequently
## 879 879 NA 9 30 No Travel_Frequently
## 880 880 NA 3 51 No Travel_Rarely
## 881 881 NA 3 46 Yes Travel_Rarely
## 882 882 NA 3 40 No Travel_Rarely
## 883 883 NA 2 29 No Travel_Rarely
## 884 884 NA 1 27 No Travel_Frequently
## 885 885 NA 0 29 No Travel_Rarely
## 886 886 NA 2 22 Yes Travel_Rarely
## 887 887 NA 6 29 No Travel_Rarely
## 888 888 NA 0 34 No Travel_Rarely
## 889 889 NA 7 31 No Travel_Rarely
## 890 890 NA 4 35 No Travel_Rarely
## 891 891 NA 8 40 No Travel_Rarely
## 892 892 NA 3 30 No Travel_Rarely
## 893 893 NA 7 46 Yes Travel_Rarely
## 894 894 NA 4 27 No Travel_Frequently
## 895 895 NA 7 49 No Travel_Rarely
## 896 896 NA 7 46 No Travel_Rarely
## 897 897 NA 0 33 Yes Travel_Rarely
## 898 898 NA 10 42 No Non-Travel
## 899 899 NA 6 34 No Travel_Rarely
## 900 900 NA 2 36 No Travel_Rarely
## 901 901 NA 2 27 No Travel_Rarely
## 902 902 NA 0 44 No Travel_Frequently
## 903 903 NA 7 48 No Travel_Rarely
## 904 904 NA 0 40 No Travel_Rarely
## 905 905 NA 1 45 No Travel_Rarely
## 906 906 NA 2 33 No Travel_Frequently
## 907 907 NA 5 46 No Travel_Frequently
## 908 908 NA 4 37 No Travel_Rarely
## 909 909 NA 2 28 Yes Travel_Rarely
## 910 910 NA 0 32 No Travel_Rarely
## 911 911 NA 7 43 No Travel_Rarely
## 912 912 NA 2 38 No Travel_Frequently
## 913 913 NA 2 40 No Travel_Rarely
## 914 914 NA 8 34 No Travel_Rarely
## 915 915 NA 1 41 No Travel_Rarely
## 916 916 NA 2 23 No Travel_Rarely
## 917 917 NA 2 28 No Travel_Rarely
## 918 918 NA 2 26 No Travel_Rarely
## 919 919 NA 0 28 No Travel_Rarely
## 920 920 NA 0 59 No Travel_Rarely
## 921 921 NA 2 30 No Travel_Rarely
## 922 922 NA 1 35 No Travel_Rarely
## 923 923 NA 0 36 Yes Travel_Rarely
## 924 924 NA 3 42 No Non-Travel
## 925 925 NA 7 54 No Travel_Rarely
## 926 926 NA 7 40 No Travel_Rarely
## 927 927 NA 8 32 No Travel_Rarely
## 928 928 NA 11 38 No Travel_Rarely
## 929 929 NA 0 22 No Non-Travel
## 930 930 NA 6 32 No Travel_Frequently
## 931 931 NA 7 34 No Non-Travel
## 932 932 NA 7 32 No Travel_Rarely
## 933 933 NA 7 41 No Travel_Rarely
## 934 934 NA 0 58 Yes Travel_Frequently
## 935 935 NA 0 20 Yes Travel_Rarely
## 936 936 NA 0 24 Yes Travel_Frequently
## 937 937 NA 3 46 No Travel_Rarely
## 938 938 NA 3 51 Yes Travel_Frequently
## 939 939 NA 7 39 No Travel_Rarely
## 940 940 NA 0 28 No Travel_Rarely
## 941 941 NA 0 40 Yes Travel_Rarely
## 942 942 NA 6 39 No Travel_Rarely
## 943 943 NA 9 59 No Travel_Rarely
## 944 944 NA 2 27 No Travel_Rarely
## 945 945 NA 0 18 No Travel_Rarely
## 946 946 NA 3 29 No Travel_Frequently
## 947 947 NA 0 21 Yes Travel_Rarely
## 948 948 NA 2 26 No Travel_Rarely
## 949 949 NA 0 26 Yes Travel_Frequently
## 950 950 NA 3 47 Yes Travel_Frequently
## 951 951 NA 3 42 No Non-Travel
## 952 952 NA 5 40 No Travel_Rarely
## 953 953 NA 1 37 No Travel_Rarely
## 954 954 NA 2 27 No Travel_Frequently
## 955 955 NA 3 39 No Non-Travel
## 956 956 NA 3 45 No Travel_Rarely
## 957 957 NA 2 56 No Travel_Rarely
## 958 958 NA 7 32 No Non-Travel
## 959 959 NA 2 41 No Travel_Rarely
## 960 960 NA 8 58 Yes Travel_Rarely
## 961 961 NA 5 29 No Travel_Rarely
## 962 962 NA 7 40 No Travel_Rarely
## 963 963 NA 2 38 No Travel_Frequently
## 964 964 NA 6 39 No Travel_Rarely
## 965 965 NA 1 25 No Travel_Rarely
## 966 966 NA 8 50 No Travel_Rarely
## 967 967 NA 4 29 No Travel_Rarely
## 968 968 NA 0 36 No Travel_Rarely
## 969 969 NA 2 50 No Travel_Frequently
## 970 970 NA 2 26 Yes Travel_Rarely
## 971 971 NA 7 27 No Travel_Rarely
## 972 972 NA 5 31 No Travel_Rarely
## 973 973 NA 2 28 No Travel_Frequently
## 974 974 NA 0 20 No Travel_Rarely
## 975 975 NA 2 24 No Travel_Rarely
## 976 976 NA 1 29 Yes Travel_Rarely
## 977 977 NA 2 48 No Travel_Rarely
## 978 978 NA 3 39 Yes Travel_Rarely
## 979 979 NA 15 35 No Travel_Rarely
## 980 980 NA 0 49 No Travel_Rarely
## 981 981 NA 2 35 No Travel_Rarely
## 982 982 NA 2 46 No Travel_Rarely
## 983 983 NA 2 52 No Travel_Rarely
## 984 984 NA 0 26 No Travel_Rarely
## 985 985 NA 0 36 No Travel_Rarely
## 986 986 NA 3 32 Yes Travel_Frequently
## 987 987 NA 0 22 Yes Travel_Frequently
## 988 988 NA 3 32 No Travel_Rarely
## 989 989 NA 8 39 No Travel_Frequently
## 990 990 NA 2 31 No Travel_Rarely
## 991 991 NA 4 39 No Travel_Rarely
## 992 992 NA 4 24 No Travel_Rarely
## 993 993 NA 7 30 No Travel_Rarely
## 994 994 NA 0 40 No Travel_Frequently
## 995 995 NA 3 38 No Non-Travel
## 996 996 NA 10 34 No Travel_Rarely
## 997 997 NA 2 38 No Travel_Frequently
## 998 998 NA 7 54 No Travel_Rarely
## 999 999 NA 8 35 No Travel_Rarely
## 1000 1000 NA 1 32 Yes Travel_Rarely
## 1001 1001 NA 2 46 No Travel_Rarely
## 1002 1002 NA 0 47 No Travel_Frequently
## 1003 1003 NA 6 32 No Travel_Rarely
## 1004 1004 NA 4 47 No Travel_Rarely
## 1005 1005 NA 6 48 No Travel_Rarely
## 1006 1006 NA 1 34 No Travel_Rarely
## 1007 1007 NA 2 20 No Travel_Rarely
## 1008 1008 NA 2 38 No Travel_Rarely
## 1009 1009 NA 7 53 No Travel_Rarely
## 1010 1010 NA 5 53 No Travel_Rarely
## 1011 1011 NA 0 37 Yes Travel_Frequently
## 1012 1012 NA 0 34 No Travel_Rarely
## 1013 1013 NA 9 32 No Travel_Rarely
## 1014 1014 NA 7 34 Yes Travel_Frequently
## 1015 1015 NA 1 30 Yes Travel_Frequently
## 1016 1016 NA 2 43 No Travel_Rarely
## 1017 1017 NA 8 42 No Travel_Rarely
## 1018 1018 NA 6 35 No Travel_Rarely
## 1019 1019 NA 4 30 No Travel_Rarely
## 1020 1020 NA 0 18 No Non-Travel
## 1021 1021 NA 7 45 No Travel_Rarely
## 1022 1022 NA 0 36 No Non-Travel
## 1023 1023 NA 2 39 No Travel_Rarely
## 1024 1024 NA 4 45 No Non-Travel
## 1025 1025 NA 7 41 No Travel_Frequently
## 1026 1026 NA 3 39 No Non-Travel
## 1027 1027 NA 0 31 No Travel_Rarely
## 1028 1028 NA 3 25 No Travel_Rarely
## 1029 1029 NA 0 24 Yes Travel_Rarely
## 1030 1030 NA 6 44 Yes Travel_Rarely
## 1031 1031 NA 2 32 No Travel_Rarely
## 1032 1032 NA 8 43 No Travel_Rarely
## 1033 1033 NA 8 27 No Travel_Rarely
## 1034 1034 NA 0 26 No Travel_Rarely
## 1035 1035 NA 7 40 No Non-Travel
## 1036 1036 NA 1 20 Yes Travel_Rarely
## 1037 1037 NA 4 25 No Travel_Rarely
## 1038 1038 NA 1 54 No Travel_Rarely
## 1039 1039 NA 2 39 No Travel_Rarely
## 1040 1040 NA 1 29 No Travel_Rarely
## 1041 1041 NA 4 31 Yes Travel_Frequently
## 1042 1042 NA 2 33 No Travel_Rarely
## 1043 1043 NA 4 36 No Travel_Rarely
## 1044 1044 NA 11 36 No Travel_Rarely
## 1045 1045 NA 4 28 No Non-Travel
## 1046 1046 NA 0 28 Yes Travel_Frequently
## 1047 1047 NA 4 38 Yes Travel_Rarely
## 1048 1048 NA 8 33 No Travel_Frequently
## 1049 1049 NA 7 27 Yes Travel_Rarely
## 1050 1050 NA 2 35 Yes Travel_Rarely
## 1051 1051 NA 9 53 Yes Travel_Rarely
## 1052 1052 NA 7 36 No Travel_Frequently
## 1053 1053 NA 2 43 No Travel_Rarely
## 1054 1054 NA 2 28 No Travel_Rarely
## 1055 1055 NA 2 27 No Travel_Frequently
## 1056 1056 NA 2 25 Yes Travel_Rarely
## 1057 1057 NA 0 27 No Travel_Frequently
## 1058 1058 NA 9 43 No Travel_Rarely
## 1059 1059 NA 7 37 No Travel_Rarely
## 1060 1060 NA 4 28 No Travel_Rarely
## 1061 1061 NA 8 57 No Travel_Rarely
## 1062 1062 NA 2 34 No Travel_Frequently
## 1063 1063 NA 7 33 No Travel_Frequently
## 1064 1064 NA 2 23 Yes Travel_Rarely
## 1065 1065 NA 2 58 No Non-Travel
## 1066 1066 NA 2 23 No Travel_Rarely
## 1067 1067 NA 2 40 No Travel_Rarely
## 1068 1068 NA 10 60 No Travel_Rarely
## 1069 1069 NA 3 33 No Travel_Frequently
## 1070 1070 NA 2 50 No Travel_Rarely
## 1071 1071 NA 0 27 No Travel_Rarely
## 1072 1072 NA 12 31 No Travel_Rarely
## 1073 1073 NA 2 20 No Travel_Rarely
## 1074 1074 NA 7 30 No Travel_Rarely
## 1075 1075 NA 0 56 No Travel_Rarely
## 1076 1076 NA 9 46 No Travel_Rarely
## 1077 1077 NA 8 53 No Travel_Rarely
## 1078 1078 NA 2 31 No Travel_Rarely
## 1079 1079 NA 7 36 No Travel_Rarely
## 1080 1080 NA 2 42 No Travel_Frequently
## 1081 1081 NA 2 40 No Travel_Rarely
## 1082 1082 NA 1 35 No Travel_Rarely
## 1083 1083 NA 0 23 Yes Travel_Frequently
## 1084 1084 NA 9 35 No Travel_Rarely
## 1085 1085 NA 8 38 No Travel_Frequently
## 1086 1086 NA 12 40 No Travel_Frequently
## 1087 1087 NA 2 31 No Travel_Rarely
## 1088 1088 NA 1 38 No Travel_Rarely
## 1089 1089 NA 3 31 No Travel_Rarely
## 1090 1090 NA 4 27 No Travel_Rarely
## 1091 1091 NA 7 29 No Travel_Rarely
## 1092 1092 NA 11 36 No Non-Travel
## 1093 1093 NA 7 37 No Travel_Frequently
## 1094 1094 NA 3 40 No Travel_Rarely
## 1095 1095 NA 5 25 No Non-Travel
## 1096 1096 NA 3 37 No Travel_Rarely
## 1097 1097 NA 2 37 No Travel_Rarely
## 1098 1098 NA 2 30 Yes Travel_Frequently
## 1099 1099 NA 7 32 No Travel_Rarely
## 1100 1100 NA 8 37 Yes Travel_Rarely
## 1101 1101 NA 9 40 No Travel_Rarely
## 1102 1102 NA 3 40 No Travel_Rarely
## 1103 1103 NA 5 38 No Non-Travel
## 1104 1104 NA 4 53 No Travel_Rarely
## 1105 1105 NA 1 36 No Travel_Rarely
## 1106 1106 NA 1 29 No Travel_Frequently
## 1107 1107 NA 8 27 No Travel_Rarely
## 1108 1108 NA 2 44 No Travel_Rarely
## 1109 1109 NA 7 27 No Travel_Frequently
## 1110 1110 NA 4 35 No Travel_Rarely
## 1111 1111 NA 9 35 No Non-Travel
## 1112 1112 NA 4 59 No Travel_Rarely
## 1113 1113 NA 7 33 Yes Travel_Rarely
## 1114 1114 NA 3 50 Yes Travel_Frequently
## 1115 1115 NA 11 47 No Travel_Rarely
## 1116 1116 NA 3 27 No Travel_Frequently
## 1117 1117 NA 1 37 No Travel_Rarely
## 1118 1118 NA 5 28 No Non-Travel
## 1119 1119 NA 4 58 No Travel_Rarely
## 1120 1120 NA 6 34 No Travel_Rarely
## 1121 1121 NA 0 50 Yes Travel_Rarely
## 1122 1122 NA 1 48 No Non-Travel
## 1123 1123 NA 7 31 No Travel_Frequently
## 1124 1124 NA 8 45 No Non-Travel
## 1125 1125 NA 0 34 No Travel_Rarely
## 1126 1126 NA 0 19 Yes Travel_Frequently
## 1127 1127 NA 2 24 Yes Travel_Frequently
## 1128 1128 NA 4 52 No Travel_Rarely
## 1129 1129 NA 4 41 No Travel_Rarely
## 1130 1130 NA 1 22 No Travel_Rarely
## 1131 1131 NA 2 31 No Travel_Frequently
## 1132 1132 NA 2 39 No Travel_Rarely
## 1133 1133 NA 2 42 No Travel_Rarely
## 1134 1134 NA 3 38 No Travel_Frequently
## 1135 1135 NA 4 32 Yes Travel_Rarely
## 1136 1136 NA 3 26 No Travel_Rarely
## 1137 1137 NA 3 37 No Travel_Rarely
## 1138 1138 NA 7 41 No Travel_Frequently
## 1139 1139 NA 13 38 No Travel_Rarely
## 1140 1140 NA 11 43 No Travel_Rarely
## 1141 1141 NA 8 31 No Travel_Rarely
## 1142 1142 NA 2 42 No Travel_Rarely
## 1143 1143 NA 8 48 No Travel_Rarely
## 1144 1144 NA 2 28 No Travel_Rarely
## 1145 1145 NA 2 44 No Travel_Frequently
## 1146 1146 NA 1 45 No Travel_Rarely
## 1147 1147 NA 2 34 No Travel_Rarely
## 1148 1148 NA 2 31 No Travel_Rarely
## 1149 1149 NA 2 29 No Travel_Rarely
## 1150 1150 NA 8 30 No Travel_Rarely
## 1151 1151 NA 3 38 No Travel_Frequently
## 1152 1152 NA 0 27 No Travel_Frequently
## 1153 1153 NA 3 54 No Travel_Frequently
## 1154 1154 NA 0 28 Yes Travel_Rarely
## 1155 1155 NA 11 49 No Travel_Rarely
## 1156 1156 NA 0 51 No Travel_Rarely
## 1157 1157 NA 2 29 Yes Travel_Rarely
## 1158 1158 NA 0 36 No Travel_Rarely
## 1159 1159 NA 2 27 No Travel_Rarely
## 1160 1160 NA 1 36 No Travel_Rarely
## 1161 1161 NA 2 44 Yes Travel_Rarely
## 1162 1162 NA 0 38 No Travel_Rarely
## 1163 1163 NA 10 29 No Travel_Frequently
## 1164 1164 NA 2 37 No Travel_Rarely
## 1165 1165 NA 7 26 Yes Travel_Frequently
## 1166 1166 NA 2 32 No Travel_Frequently
## 1167 1167 NA 1 40 No Travel_Rarely
## 1168 1168 NA 4 30 No Travel_Rarely
## 1169 1169 NA 3 27 No Travel_Rarely
## 1170 1170 NA 7 37 No Travel_Rarely
## DailyRate Department DistanceFromHome Education
## 1 117 Sales 13 4
## 2 1308 Research & Development 14 3
## 3 200 Research & Development 18 2
## 4 801 Sales 1 4
## 5 567 Research & Development 2 1
## 6 294 Research & Development 10 2
## 7 1283 Research & Development 5 5
## 8 309 Sales 10 4
## 9 1333 Sales 10 4
## 10 653 Research & Development 10 4
## 11 823 Research & Development 6 3
## 12 280 Human Resources 1 2
## 13 950 Research & Development 7 3
## 14 202 Sales 2 1
## 15 991 Human Resources 1 2
## 16 1188 Sales 20 2
## 17 498 Research & Development 3 4
## 18 1144 Research & Development 7 4
## 19 181 Research & Development 2 4
## 20 170 Research & Development 1 4
## 21 913 Research & Development 9 2
## 22 817 Sales 2 1
## 23 1001 Research & Development 9 5
## 24 715 Sales 2 4
## 25 1069 Research & Development 1 3
## 26 1099 Sales 5 3
## 27 1245 Sales 14 3
## 28 603 Sales 9 4
## 29 1168 Sales 24 4
## 30 715 Research & Development 19 4
## 31 689 Sales 9 2
## 32 267 Research & Development 21 3
## 33 488 Sales 2 3
## 34 982 Research & Development 1 4
## 35 1373 Research & Development 5 4
## 36 1311 Research & Development 7 3
## 37 737 Sales 10 3
## 38 1456 Sales 13 5
## 39 206 Human Resources 8 4
## 40 793 Sales 20 3
## 41 350 Sales 2 3
## 42 954 Sales 2 2
## 43 464 Research & Development 16 3
## 44 1059 Research & Development 9 2
## 45 373 Research & Development 1 2
## 46 748 Research & Development 9 2
## 47 964 Sales 1 2
## 48 770 Sales 10 4
## 49 1306 Sales 5 3
## 50 691 Research & Development 9 3
## 51 362 Research & Development 1 1
## 52 1055 Research & Development 1 3
## 53 1117 Research & Development 2 1
## 54 805 Research & Development 4 2
## 55 746 Research & Development 8 4
## 56 548 Research & Development 9 4
## 57 933 Research & Development 19 3
## 58 1370 Research & Development 3 1
## 59 728 Research & Development 1 4
## 60 599 Sales 24 1
## 61 530 Sales 3 1
## 62 325 Research & Development 10 4
## 63 1154 Sales 2 2
## 64 1431 Research & Development 14 3
## 65 984 Research & Development 17 2
## 66 334 Research & Development 5 2
## 67 1017 Research & Development 6 4
## 68 571 Research & Development 12 2
## 69 664 Research & Development 1 3
## 70 1372 Research & Development 1 3
## 71 642 Research & Development 1 3
## 72 866 Sales 5 3
## 73 556 Research & Development 23 2
## 74 167 Research & Development 12 4
## 75 1030 Sales 5 3
## 76 721 Research & Development 1 2
## 77 971 Sales 1 3
## 78 563 Sales 1 4
## 79 1052 Sales 6 3
## 80 1276 Research & Development 2 1
## 81 1141 Research & Development 11 2
## 82 1370 Research & Development 27 4
## 83 508 Research & Development 6 4
## 84 1319 Research & Development 6 3
## 85 429 Research & Development 2 4
## 86 715 Research & Development 2 3
## 87 703 Sales 14 4
## 88 622 Research & Development 14 4
## 89 994 Sales 8 3
## 90 705 Sales 2 4
## 91 1490 Research & Development 2 2
## 92 408 Sales 23 1
## 93 1373 Research & Development 2 2
## 94 670 Research & Development 10 4
## 95 1452 Research & Development 11 3
## 96 635 Sales 1 1
## 97 228 Sales 3 3
## 98 1040 Research & Development 2 2
## 99 410 Research & Development 2 1
## 100 401 Research & Development 1 3
## 101 1377 Research & Development 11 1
## 102 326 Sales 8 2
## 103 1381 Sales 4 4
## 104 885 Research & Development 4 3
## 105 447 Research & Development 2 3
## 106 1384 Research & Development 3 4
## 107 1496 Research & Development 1 1
## 108 189 Human Resources 26 4
## 109 261 Research & Development 21 2
## 110 529 Research & Development 2 3
## 111 773 Research & Development 6 3
## 112 1053 Research & Development 1 2
## 113 994 Research & Development 7 4
## 114 1225 Research & Development 2 4
## 115 1361 Sales 17 4
## 116 1252 Sales 19 2
## 117 1356 Sales 10 4
## 118 1378 Research & Development 13 2
## 119 465 Research & Development 14 3
## 120 404 Research & Development 2 4
## 121 427 Research & Development 8 3
## 122 501 Sales 5 1
## 123 930 Sales 9 3
## 124 243 Sales 7 4
## 125 442 Sales 2 2
## 126 1224 Sales 7 4
## 127 1125 Research & Development 16 1
## 128 556 Research & Development 25 2
## 129 930 Research & Development 6 3
## 130 1319 Sales 3 3
## 131 991 Sales 5 3
## 132 1313 Sales 11 4
## 133 1368 Research & Development 28 4
## 134 492 Research & Development 12 3
## 135 559 Research & Development 10 4
## 136 791 Research & Development 2 2
## 137 805 Research & Development 1 2
## 138 1441 Research & Development 17 3
## 139 1122 Research & Development 6 3
## 140 1189 Sales 3 3
## 141 1369 Research & Development 23 3
## 142 848 Research & Development 23 4
## 143 566 Research & Development 7 2
## 144 228 Sales 6 4
## 145 1202 Research & Development 2 1
## 146 746 Sales 2 3
## 147 931 Research & Development 14 3
## 148 1242 Sales 8 4
## 149 477 Research & Development 24 3
## 150 580 Research & Development 27 3
## 151 1365 Sales 13 4
## 152 929 Sales 10 3
## 153 906 Sales 7 3
## 154 447 Research & Development 5 3
## 155 546 Research & Development 10 3
## 156 641 Sales 25 2
## 157 444 Sales 2 2
## 158 203 Research & Development 2 3
## 159 1082 Research & Development 27 3
## 160 458 Research & Development 26 5
## 161 852 Research & Development 1 1
## 162 1366 Research & Development 24 2
## 163 1216 Sales 8 4
## 164 916 Research & Development 17 2
## 165 1232 Sales 16 3
## 166 500 Sales 2 3
## 167 301 Research & Development 22 4
## 168 922 Research & Development 1 5
## 169 956 Research & Development 6 2
## 170 1107 Research & Development 28 4
## 171 501 Sales 27 5
## 172 1169 Research & Development 14 4
## 173 1034 Research & Development 18 1
## 174 536 Sales 10 5
## 175 1376 Sales 2 2
## 176 984 Research & Development 1 1
## 177 725 Research & Development 2 3
## 178 342 Research & Development 2 3
## 179 967 Sales 8 3
## 180 702 Sales 1 4
## 181 819 Research & Development 2 3
## 182 1009 Sales 2 2
## 183 957 Research & Development 28 3
## 184 1089 Research & Development 6 3
## 185 443 Research & Development 8 1
## 186 1158 Research & Development 9 3
## 187 772 Research & Development 2 1
## 188 1225 Sales 2 4
## 189 797 Research & Development 4 1
## 190 120 Sales 4 3
## 191 1275 Research & Development 28 2
## 192 1125 Sales 7 4
## 193 1485 Research & Development 18 3
## 194 163 Sales 2 5
## 195 683 Research & Development 2 1
## 196 833 Research & Development 1 3
## 197 432 Research & Development 9 4
## 198 174 Sales 8 4
## 199 477 Research & Development 7 4
## 200 823 Research & Development 17 2
## 201 1479 Sales 24 3
## 202 548 Research & Development 1 3
## 203 859 Research & Development 4 3
## 204 654 Research & Development 1 2
## 205 1401 Sales 4 2
## 206 661 Research & Development 9 2
## 207 1372 Sales 9 3
## 208 1180 Research & Development 29 1
## 209 201 Research & Development 5 3
## 210 802 Sales 9 1
## 211 582 Research & Development 28 4
## 212 265 Sales 5 2
## 213 1225 Research & Development 10 2
## 214 932 Research & Development 1 2
## 215 1115 Research & Development 3 4
## 216 896 Research & Development 2 3
## 217 1495 Research & Development 10 3
## 218 117 Research & Development 22 3
## 219 438 Research & Development 18 3
## 220 583 Research & Development 4 2
## 221 304 Sales 2 3
## 222 306 Sales 26 4
## 223 530 Sales 16 3
## 224 1423 Research & Development 1 3
## 225 1206 Research & Development 9 2
## 226 911 Research & Development 1 2
## 227 464 Research & Development 4 2
## 228 1136 Research & Development 5 3
## 229 1353 Sales 3 2
## 230 465 Research & Development 6 1
## 231 1329 Research & Development 2 2
## 232 890 Sales 2 3
## 233 1093 Sales 9 3
## 234 1147 Sales 3 3
## 235 394 Sales 26 2
## 236 625 Sales 1 4
## 237 300 Research & Development 2 3
## 238 646 Research & Development 9 4
## 239 309 Human Resources 2 3
## 240 813 Research & Development 17 5
## 241 319 Research & Development 24 3
## 242 364 Research & Development 25 3
## 243 1328 Research & Development 2 3
## 244 383 Sales 9 2
## 245 718 Research & Development 8 1
## 246 1086 Research & Development 7 1
## 247 1232 Research & Development 7 4
## 248 234 Sales 1 4
## 249 1200 Research & Development 22 3
## 250 1276 Sales 2 5
## 251 1313 Research & Development 1 2
## 252 1229 Sales 8 4
## 253 252 Research & Development 2 3
## 254 359 Human Resources 18 5
## 255 218 Research & Development 8 1
## 256 343 Research & Development 9 3
## 257 444 Sales 5 3
## 258 855 Sales 7 4
## 259 1480 Sales 4 3
## 260 977 Research & Development 2 1
## 261 703 Sales 2 3
## 262 224 Research & Development 1 4
## 263 813 Research & Development 14 3
## 264 1404 Sales 20 3
## 265 1127 Research & Development 18 1
## 266 809 Research & Development 16 3
## 267 829 Research & Development 15 3
## 268 1259 Research & Development 2 4
## 269 1303 Research & Development 7 2
## 270 1176 Research & Development 20 3
## 271 589 Sales 2 4
## 272 1130 Research & Development 3 3
## 273 728 Sales 23 1
## 274 329 Sales 16 4
## 275 692 Research & Development 14 4
## 276 718 Research & Development 4 4
## 277 253 Research & Development 11 3
## 278 185 Research & Development 10 4
## 279 240 Sales 5 3
## 280 1229 Research & Development 4 4
## 281 1179 Sales 2 3
## 282 263 Research & Development 6 3
## 283 1194 Research & Development 1 3
## 284 691 Sales 7 3
## 285 433 Human Resources 1 3
## 286 589 Research & Development 28 4
## 287 391 Research & Development 7 1
## 288 1346 Research & Development 19 2
## 289 1467 Sales 11 2
## 290 384 Sales 8 4
## 291 974 Research & Development 1 4
## 292 1105 Research & Development 24 4
## 293 894 Research & Development 9 3
## 294 1162 Research & Development 1 1
## 295 898 Human Resources 6 2
## 296 1490 Research & Development 11 4
## 297 1069 Research & Development 2 1
## 298 658 Research & Development 7 3
## 299 335 Research & Development 9 2
## 300 1157 Research & Development 2 4
## 301 379 Sales 5 2
## 302 853 Sales 18 5
## 303 1441 Research & Development 22 3
## 304 1395 Research & Development 9 4
## 305 289 Research & Development 2 3
## 306 1269 Research & Development 4 1
## 307 804 Research & Development 9 3
## 308 697 Research & Development 3 4
## 309 135 Research & Development 18 4
## 310 810 Sales 8 3
## 311 1351 Research & Development 1 4
## 312 302 Research & Development 6 3
## 313 561 Research & Development 3 3
## 314 1169 Research & Development 7 4
## 315 1179 Sales 16 4
## 316 955 Sales 4 2
## 317 303 Sales 2 4
## 318 771 Research & Development 1 2
## 319 1498 Sales 21 4
## 320 265 Research & Development 25 3
## 321 1184 Research & Development 1 3
## 322 1397 Research & Development 1 5
## 323 1012 Research & Development 5 4
## 324 1003 Research & Development 8 4
## 325 466 Research & Development 1 1
## 326 618 Research & Development 4 3
## 327 1313 Research & Development 7 3
## 328 557 Research & Development 18 4
## 329 1394 Research & Development 8 3
## 330 1147 Human Resources 10 3
## 331 809 Research & Development 1 3
## 332 1045 Sales 4 4
## 333 429 Research & Development 1 2
## 334 608 Research & Development 1 2
## 335 1420 Human Resources 2 4
## 336 827 Research & Development 29 4
## 337 1182 Sales 11 2
## 338 618 Research & Development 3 1
## 339 959 Sales 1 4
## 340 1240 Research & Development 2 4
## 341 852 Research & Development 5 4
## 342 193 Research & Development 2 3
## 343 654 Research & Development 5 3
## 344 160 Research & Development 3 3
## 345 1329 Sales 29 4
## 346 119 Sales 15 4
## 347 1003 Research & Development 2 2
## 348 1479 Research & Development 1 3
## 349 111 Research & Development 17 3
## 350 832 Research & Development 9 3
## 351 1396 Research & Development 6 3
## 352 218 Sales 7 3
## 353 902 Research & Development 26 2
## 354 1142 Research & Development 8 2
## 355 796 Sales 4 1
## 356 1326 Sales 3 3
## 357 841 Research & Development 6 3
## 358 408 Research & Development 25 5
## 359 427 Research & Development 1 3
## 360 1403 Research & Development 6 3
## 361 699 Research & Development 1 4
## 362 746 Sales 24 3
## 363 266 Sales 2 1
## 364 1416 Research & Development 2 2
## 365 282 Research & Development 2 2
## 366 906 Sales 6 3
## 367 135 Research & Development 19 3
## 368 1342 Sales 9 2
## 369 977 Research & Development 10 3
## 370 1018 Research & Development 2 4
## 371 853 Research & Development 1 1
## 372 1398 Sales 22 4
## 373 1249 Research & Development 7 3
## 374 1470 Research & Development 10 3
## 375 727 Sales 9 1
## 376 333 Research & Development 22 5
## 377 885 Research & Development 16 4
## 378 419 Sales 12 4
## 379 942 Research & Development 15 1
## 380 138 Research & Development 22 3
## 381 1482 Research & Development 5 5
## 382 1355 Human Resources 25 1
## 383 1221 Sales 7 3
## 384 541 Sales 2 1
## 385 1323 Research & Development 4 4
## 386 1333 Research & Development 1 3
## 387 944 Sales 1 3
## 388 232 Research & Development 19 3
## 389 530 Sales 2 4
## 390 756 Sales 1 1
## 391 1111 Sales 8 2
## 392 1443 Sales 23 3
## 393 976 Research & Development 3 2
## 394 1499 Sales 28 3
## 395 1271 Research & Development 2 1
## 396 192 Research & Development 2 4
## 397 1009 Research & Development 2 3
## 398 1107 Human Resources 9 4
## 399 667 Research & Development 1 4
## 400 1193 Research & Development 2 1
## 401 317 Research & Development 2 3
## 402 926 Research & Development 21 2
## 403 207 Research & Development 9 4
## 404 711 Research & Development 5 4
## 405 1343 Research & Development 27 1
## 406 782 Research & Development 6 4
## 407 196 Sales 29 4
## 408 917 Research & Development 6 4
## 409 1219 Sales 2 4
## 410 589 Research & Development 14 2
## 411 1278 Human Resources 8 3
## 412 918 Sales 6 3
## 413 408 Research & Development 19 2
## 414 1318 Sales 10 4
## 415 296 Sales 6 2
## 416 1180 Research & Development 2 2
## 417 1116 Research & Development 2 3
## 418 566 Research & Development 18 4
## 419 977 Research & Development 1 3
## 420 986 Research & Development 3 4
## 421 1153 Research & Development 1 2
## 422 1063 Research & Development 25 5
## 423 249 Sales 6 4
## 424 1124 Research & Development 1 3
## 425 736 Sales 26 3
## 426 415 Sales 25 3
## 427 990 Research & Development 7 3
## 428 996 Research & Development 3 2
## 429 515 Research & Development 1 3
## 430 470 Research & Development 2 4
## 431 1377 Sales 2 3
## 432 458 Research & Development 16 2
## 433 1475 Research & Development 28 2
## 434 590 Research & Development 4 3
## 435 658 Sales 10 4
## 436 1130 Sales 8 4
## 437 890 Research & Development 2 4
## 438 157 Research & Development 1 3
## 439 869 Sales 3 2
## 440 827 Research & Development 1 4
## 441 1316 Research & Development 2 2
## 442 1082 Research & Development 9 4
## 443 529 Research & Development 2 4
## 444 528 Human Resources 1 3
## 445 734 Research & Development 2 4
## 446 465 Research & Development 1 3
## 447 1189 Research & Development 1 3
## 448 1128 Research & Development 13 3
## 449 653 Research & Development 29 5
## 450 336 Sales 26 3
## 451 501 Research & Development 15 2
## 452 1467 Research & Development 20 3
## 453 303 Sales 27 3
## 454 217 Sales 10 4
## 455 1236 Research & Development 1 4
## 456 611 Sales 7 4
## 457 1112 Sales 5 4
## 458 632 Sales 21 4
## 459 1255 Research & Development 1 2
## 460 172 Research & Development 4 4
## 461 1474 Research & Development 5 2
## 462 311 Research & Development 7 3
## 463 809 Sales 12 3
## 464 163 Research & Development 24 1
## 465 807 Research & Development 17 3
## 466 371 Research & Development 2 3
## 467 1157 Sales 2 4
## 468 132 Research & Development 6 3
## 469 265 Sales 29 2
## 470 1084 Research & Development 13 2
## 471 1354 Research & Development 2 4
## 472 459 Research & Development 24 2
## 473 193 Research & Development 6 4
## 474 1316 Research & Development 29 3
## 475 895 Research & Development 15 2
## 476 1211 Sales 5 4
## 477 342 Sales 16 4
## 478 775 Sales 29 2
## 479 258 Research & Development 8 4
## 480 161 Research & Development 10 3
## 481 136 Research & Development 1 3
## 482 1222 Research & Development 11 4
## 483 735 Research & Development 22 4
## 484 713 Research & Development 8 3
## 485 147 Research & Development 23 4
## 486 1102 Sales 1 2
## 487 945 Sales 9 3
## 488 670 Research & Development 26 1
## 489 626 Research & Development 1 2
## 490 970 Research & Development 8 2
## 491 636 Research & Development 10 4
## 492 1322 Research & Development 28 3
## 493 469 Sales 10 3
## 494 1029 Research & Development 16 3
## 495 1266 Sales 10 4
## 496 1318 Sales 26 4
## 497 192 Research & Development 10 2
## 498 889 Research & Development 9 3
## 499 1299 Research & Development 27 3
## 500 1251 Sales 21 4
## 501 601 Research & Development 7 4
## 502 103 Research & Development 24 3
## 503 708 Sales 7 2
## 504 1389 Research & Development 21 4
## 505 359 Research & Development 2 4
## 506 824 Research & Development 5 2
## 507 350 Sales 5 3
## 508 541 Sales 2 3
## 509 319 Sales 4 4
## 510 1360 Research & Development 12 3
## 511 345 Sales 10 2
## 512 1485 Research & Development 25 2
## 513 585 Research & Development 10 3
## 514 515 Research & Development 1 2
## 515 895 Sales 9 2
## 516 1302 Research & Development 2 3
## 517 867 Sales 19 2
## 518 855 Research & Development 12 3
## 519 1138 Research & Development 6 3
## 520 1162 Research & Development 24 2
## 521 702 Research & Development 16 4
## 522 329 Research & Development 24 3
## 523 1339 Research & Development 7 3
## 524 1245 Research & Development 18 4
## 525 142 Research & Development 3 3
## 526 124 Sales 2 3
## 527 1268 Sales 4 2
## 528 1332 Research & Development 11 2
## 529 1214 Research & Development 1 3
## 530 441 Research & Development 14 4
## 531 330 Research & Development 17 1
## 532 884 Sales 1 4
## 533 1252 Research & Development 23 2
## 534 1146 Research & Development 15 4
## 535 318 Research & Development 8 4
## 536 1344 Research & Development 7 3
## 537 130 Sales 2 2
## 538 544 Human Resources 2 1
## 539 1448 Sales 1 1
## 540 647 Sales 4 4
## 541 853 Research & Development 7 4
## 542 867 Research & Development 8 4
## 543 1450 Research & Development 3 3
## 544 1261 Research & Development 2 4
## 545 121 Research & Development 2 4
## 546 678 Research & Development 19 3
## 547 527 Research & Development 8 2
## 548 720 Research & Development 16 4
## 549 849 Research & Development 25 2
## 550 788 Human Resources 24 4
## 551 314 Human Resources 1 3
## 552 1169 Human Resources 8 2
## 553 1213 Human Resources 2 1
## 554 1469 Research & Development 20 4
## 555 1151 Research & Development 9 5
## 556 558 Sales 2 3
## 557 548 Research & Development 8 4
## 558 254 Research & Development 1 2
## 559 933 Research & Development 29 3
## 560 933 Sales 1 3
## 561 1480 Research & Development 3 2
## 562 1216 Research & Development 15 4
## 563 1134 Research & Development 16 4
## 564 697 Research & Development 10 3
## 565 921 Research & Development 1 3
## 566 1037 Research & Development 1 3
## 567 128 Research & Development 2 1
## 568 740 Sales 1 3
## 569 462 Sales 14 2
## 570 939 Research & Development 24 3
## 571 337 Sales 8 3
## 572 1427 Research & Development 18 1
## 573 783 Sales 1 2
## 574 810 Sales 8 2
## 575 703 Sales 28 2
## 576 1115 Research & Development 1 4
## 577 1404 Sales 1 3
## 578 981 Research & Development 5 3
## 579 711 Research & Development 4 3
## 580 1329 Research & Development 7 3
## 581 882 Research & Development 19 1
## 582 810 Research & Development 23 5
## 583 833 Research & Development 18 3
## 584 760 Sales 2 4
## 585 1459 Research & Development 10 4
## 586 905 Research & Development 19 2
## 587 573 Research & Development 6 3
## 588 1218 Sales 9 4
## 589 1462 Research & Development 11 3
## 590 1142 Research & Development 23 4
## 591 457 Research & Development 26 2
## 592 790 Sales 24 4
## 593 1496 Sales 1 3
## 594 722 Research & Development 25 4
## 595 884 Research & Development 15 3
## 596 586 Sales 1 3
## 597 672 Research & Development 25 3
## 598 555 Research & Development 2 3
## 599 155 Research & Development 4 3
## 600 813 Research & Development 1 3
## 601 830 Sales 13 2
## 602 1200 Research & Development 1 4
## 603 153 Research & Development 8 2
## 604 1401 Research & Development 6 1
## 605 428 Sales 9 3
## 606 970 Research & Development 7 3
## 607 1225 Sales 1 1
## 608 322 Sales 7 2
## 609 652 Research & Development 7 3
## 610 1038 Sales 8 1
## 611 817 Research & Development 1 3
## 612 509 Research & Development 2 4
## 613 465 Research & Development 2 2
## 614 419 Sales 21 3
## 615 231 Sales 8 2
## 616 1157 Research & Development 5 2
## 617 1099 Research & Development 4 4
## 618 1488 Sales 1 5
## 619 613 Research & Development 6 1
## 620 727 Research & Development 3 3
## 621 871 Research & Development 6 3
## 622 1379 Research & Development 16 4
## 623 182 Research & Development 1 4
## 624 1146 Human Resources 26 4
## 625 289 Research & Development 2 2
## 626 1167 Research & Development 4 2
## 627 1476 Sales 4 1
## 628 343 Research & Development 15 2
## 629 1091 Research & Development 2 1
## 630 1442 Research & Development 9 3
## 631 836 Research & Development 2 4
## 632 937 Sales 1 3
## 633 1035 Sales 3 4
## 634 922 Research & Development 3 2
## 635 1001 Research & Development 7 3
## 636 636 Research & Development 4 4
## 637 469 Research & Development 2 2
## 638 1239 Sales 13 4
## 639 691 Research & Development 23 3
## 640 1420 Sales 2 1
## 641 1358 Research & Development 24 1
## 642 750 Research & Development 12 3
## 643 444 Research & Development 2 1
## 644 967 Research & Development 16 4
## 645 906 Research & Development 5 2
## 646 630 Sales 4 4
## 647 247 Research & Development 8 1
## 648 390 Research & Development 17 4
## 649 776 Sales 1 4
## 650 1329 Research & Development 7 3
## 651 992 Research & Development 1 3
## 652 696 Sales 7 4
## 653 593 Research & Development 9 4
## 654 530 Sales 29 1
## 655 1368 Research & Development 4 1
## 656 496 Research & Development 11 2
## 657 1469 Research & Development 8 4
## 658 1050 Research & Development 11 4
## 659 483 Research & Development 6 3
## 660 1195 Research & Development 11 3
## 661 430 Research & Development 24 4
## 662 1303 Research & Development 2 4
## 663 1277 Sales 2 3
## 664 802 Research & Development 10 3
## 665 1065 Sales 23 4
## 666 461 Research & Development 1 3
## 667 1413 Sales 1 1
## 668 587 Research & Development 10 1
## 669 1089 Research & Development 7 2
## 670 685 Research & Development 3 3
## 671 397 Research & Development 7 4
## 672 392 Sales 2 4
## 673 467 Sales 7 3
## 674 130 Research & Development 25 4
## 675 486 Research & Development 8 3
## 676 168 Sales 4 2
## 677 676 Research & Development 1 3
## 678 692 Research & Development 11 3
## 679 688 Research & Development 4 2
## 680 154 Sales 7 4
## 681 583 Sales 4 1
## 682 313 Research & Development 21 3
## 683 1351 Research & Development 26 4
## 684 334 Research & Development 24 2
## 685 440 Research & Development 21 3
## 686 1274 Research & Development 9 1
## 687 337 Research & Development 14 1
## 688 147 Research & Development 4 4
## 689 303 Research & Development 2 3
## 690 1336 Human Resources 2 3
## 691 888 Human Resources 10 4
## 692 666 Research & Development 29 4
## 693 1332 Research & Development 2 4
## 694 464 Research & Development 4 3
## 695 1278 Sales 1 4
## 696 1454 Sales 2 4
## 697 365 Research & Development 4 5
## 698 1396 Research & Development 5 2
## 699 544 Sales 3 2
## 700 1450 Research & Development 15 2
## 701 352 Human Resources 6 1
## 702 1400 Sales 9 1
## 703 1212 Sales 8 2
## 704 920 Human Resources 20 2
## 705 818 Human Resources 6 2
## 706 267 Sales 10 2
## 707 431 Research & Development 7 4
## 708 1398 Human Resources 8 2
## 709 1153 Research & Development 6 2
## 710 881 Research & Development 2 4
## 711 634 Research & Development 17 4
## 712 210 Sales 29 3
## 713 969 Research & Development 2 2
## 714 541 Sales 3 4
## 715 1434 Sales 8 4
## 716 240 Human Resources 22 1
## 717 852 Sales 10 3
## 718 857 Research & Development 10 3
## 719 880 Sales 12 4
## 720 950 Research & Development 3 3
## 721 482 Research & Development 3 3
## 722 671 Research & Development 19 3
## 723 560 Research & Development 1 4
## 724 796 Research & Development 12 5
## 725 1142 Research & Development 8 3
## 726 685 Research & Development 1 3
## 727 1231 Sales 21 2
## 728 878 Research & Development 10 4
## 729 471 Research & Development 24 3
## 730 594 Research & Development 2 1
## 731 177 Research & Development 8 3
## 732 1162 Sales 3 2
## 733 1337 Human Resources 22 3
## 734 1474 Sales 11 4
## 735 479 Research & Development 7 4
## 736 511 Sales 2 2
## 737 722 Sales 24 1
## 738 326 Sales 3 3
## 739 1219 Sales 18 3
## 740 538 Research & Development 25 2
## 741 959 Sales 28 3
## 742 688 Sales 7 3
## 743 674 Research & Development 13 3
## 744 160 Research & Development 4 1
## 745 1382 Sales 8 2
## 746 350 Research & Development 21 2
## 747 350 Human Resources 13 3
## 748 669 Research & Development 1 3
## 749 506 Research & Development 29 1
## 750 134 Research & Development 2 3
## 751 769 Sales 9 3
## 752 1060 Sales 1 3
## 753 1234 Research & Development 20 5
## 754 1254 Sales 10 3
## 755 1217 Research & Development 2 4
## 756 381 Research & Development 24 3
## 757 1137 Research & Development 21 1
## 758 1495 Research & Development 5 4
## 759 1495 Research & Development 4 2
## 760 1449 Sales 2 3
## 761 906 Research & Development 10 3
## 762 202 Research & Development 2 2
## 763 256 Sales 10 2
## 764 145 Sales 1 3
## 765 829 Human Resources 3 2
## 766 1015 Research & Development 5 5
## 767 509 Research & Development 7 2
## 768 1094 Sales 28 3
## 769 150 Research & Development 2 4
## 770 1050 Sales 9 4
## 771 508 Sales 10 3
## 772 526 Sales 1 2
## 773 505 Research & Development 2 4
## 774 318 Research & Development 9 3
## 775 288 Research & Development 2 3
## 776 310 Research & Development 10 1
## 777 330 Human Resources 1 3
## 778 862 Sales 2 1
## 779 786 Research & Development 7 3
## 780 1092 Research & Development 1 4
## 781 1356 Sales 20 2
## 782 408 Research & Development 2 4
## 783 1075 Human Resources 3 2
## 784 1146 Sales 25 3
## 785 543 Sales 2 4
## 786 182 Research & Development 8 5
## 787 942 Research & Development 3 3
## 788 723 Research & Development 8 4
## 789 478 Research & Development 2 3
## 790 266 Research & Development 1 3
## 791 271 Research & Development 3 2
## 792 629 Research & Development 27 2
## 793 397 Research & Development 2 2
## 794 1223 Research & Development 8 3
## 795 1002 Research & Development 18 4
## 796 1076 Research & Development 3 3
## 797 1385 Research & Development 20 2
## 798 1294 Research & Development 8 1
## 799 504 Research & Development 10 3
## 800 1040 Research & Development 3 2
## 801 1141 Sales 1 3
## 802 828 Sales 2 1
## 803 117 Research & Development 10 1
## 804 1204 Sales 4 3
## 805 489 Research & Development 23 3
## 806 1383 Research & Development 10 3
## 807 1372 Sales 18 1
## 808 1256 Research & Development 19 1
## 809 793 Research & Development 16 1
## 810 1157 Research & Development 17 3
## 811 111 Research & Development 9 3
## 812 949 Research & Development 1 3
## 813 1371 Sales 10 4
## 814 1176 Human Resources 26 4
## 815 395 Sales 9 3
## 816 117 Research & Development 9 3
## 817 946 Research & Development 2 3
## 818 213 Research & Development 7 3
## 819 1427 Research & Development 2 1
## 820 1475 Sales 13 2
## 821 634 Research & Development 5 4
## 822 1247 Sales 20 2
## 823 704 Sales 28 3
## 824 874 Research & Development 15 3
## 825 559 Research & Development 12 4
## 826 430 Research & Development 1 4
## 827 1079 Sales 16 4
## 828 131 Sales 2 3
## 829 594 Research & Development 2 2
## 830 1246 Human Resources 3 3
## 831 248 Research & Development 23 2
## 832 528 Sales 22 1
## 833 1179 Research & Development 19 4
## 834 645 Research & Development 9 2
## 835 177 Research & Development 8 1
## 836 142 Sales 9 4
## 837 1439 Research & Development 4 1
## 838 258 Sales 21 4
## 839 1001 Research & Development 4 3
## 840 1224 Research & Development 10 3
## 841 230 Research & Development 3 3
## 842 332 Human Resources 17 3
## 843 890 Research & Development 25 4
## 844 943 Research & Development 9 3
## 845 511 Sales 3 2
## 846 1300 Research & Development 17 2
## 847 1181 Research & Development 3 1
## 848 1132 Research & Development 1 3
## 849 575 Sales 22 2
## 850 1096 Research & Development 6 3
## 851 542 Sales 20 3
## 852 125 Research & Development 9 2
## 853 153 Research & Development 15 2
## 854 1476 Research & Development 16 2
## 855 219 Research & Development 16 2
## 856 660 Sales 7 1
## 857 1005 Research & Development 3 3
## 858 798 Research & Development 7 2
## 859 933 Research & Development 9 4
## 860 621 Research & Development 15 3
## 861 968 Research & Development 6 2
## 862 531 Sales 4 4
## 863 1362 Sales 19 3
## 864 217 Sales 3 3
## 865 1448 Research & Development 29 3
## 866 855 Research & Development 4 3
## 867 976 Sales 26 4
## 868 571 Sales 14 3
## 869 1457 Research & Development 7 3
## 870 138 Research & Development 2 3
## 871 1422 Sales 2 4
## 872 461 Research & Development 13 1
## 873 267 Sales 13 4
## 874 1351 Research & Development 9 4
## 875 1302 Research & Development 19 3
## 876 895 Sales 5 3
## 877 750 Sales 22 2
## 878 251 Research & Development 10 2
## 879 1312 Research & Development 23 3
## 880 1405 Research & Development 11 2
## 881 377 Sales 9 3
## 882 329 Research & Development 1 4
## 883 1176 Sales 3 2
## 884 829 Sales 8 1
## 885 1210 Sales 2 3
## 886 617 Research & Development 3 1
## 887 726 Research & Development 29 1
## 888 167 Research & Development 8 5
## 889 655 Research & Development 7 4
## 890 528 Human Resources 8 4
## 891 523 Research & Development 2 3
## 892 1288 Sales 29 4
## 893 669 Sales 9 2
## 894 1410 Sales 3 1
## 895 1490 Research & Development 7 4
## 896 706 Research & Development 2 2
## 897 211 Sales 16 3
## 898 495 Research & Development 2 1
## 899 507 Sales 15 2
## 900 329 Research & Development 2 3
## 901 591 Research & Development 2 1
## 902 383 Sales 1 5
## 903 492 Sales 16 4
## 904 543 Research & Development 1 4
## 905 1234 Sales 11 2
## 906 970 Sales 7 3
## 907 638 Research & Development 1 3
## 908 1192 Research & Development 5 2
## 909 1434 Research & Development 5 4
## 910 827 Research & Development 1 1
## 911 920 Research & Development 3 3
## 912 1444 Human Resources 1 4
## 913 616 Research & Development 2 2
## 914 1354 Research & Development 5 3
## 915 549 Research & Development 7 2
## 916 507 Research & Development 20 1
## 917 1217 Research & Development 1 3
## 918 572 Sales 10 3
## 919 1144 Sales 10 1
## 920 1324 Research & Development 3 3
## 921 413 Sales 7 1
## 922 1229 Research & Development 8 1
## 923 660 Research & Development 15 3
## 924 179 Human Resources 2 5
## 925 584 Research & Development 22 5
## 926 1171 Research & Development 10 4
## 927 604 Sales 8 3
## 928 201 Research & Development 10 3
## 929 1123 Research & Development 16 2
## 930 1005 Research & Development 2 2
## 931 1375 Sales 10 3
## 932 1018 Research & Development 3 2
## 933 645 Sales 1 3
## 934 781 Research & Development 2 1
## 935 129 Research & Development 4 3
## 936 381 Research & Development 9 3
## 937 644 Research & Development 1 4
## 938 1150 Research & Development 8 4
## 939 116 Research & Development 24 1
## 940 1172 Sales 3 3
## 941 676 Research & Development 9 4
## 942 1462 Sales 6 3
## 943 1435 Sales 25 3
## 944 1055 Research & Development 2 4
## 945 812 Sales 10 3
## 946 995 Research & Development 2 1
## 947 337 Sales 7 1
## 948 1349 Research & Development 23 3
## 949 426 Human Resources 17 4
## 950 719 Sales 27 2
## 951 355 Research & Development 10 4
## 952 300 Sales 26 3
## 953 124 Research & Development 3 3
## 954 1297 Research & Development 5 2
## 955 439 Research & Development 9 3
## 956 176 Human Resources 4 3
## 957 1400 Research & Development 7 3
## 958 1109 Research & Development 29 4
## 959 1206 Sales 23 2
## 960 286 Research & Development 2 4
## 961 665 Research & Development 15 3
## 962 1300 Research & Development 24 2
## 963 471 Research & Development 12 3
## 964 141 Human Resources 3 3
## 965 1280 Research & Development 7 1
## 966 989 Research & Development 7 2
## 967 468 Research & Development 28 4
## 968 164 Sales 2 2
## 969 1421 Research & Development 2 3
## 970 1449 Research & Development 16 4
## 971 954 Sales 9 3
## 972 616 Research & Development 12 3
## 973 791 Research & Development 1 4
## 974 959 Research & Development 1 3
## 975 1206 Research & Development 17 1
## 976 896 Research & Development 18 1
## 977 277 Research & Development 6 3
## 978 360 Research & Development 23 3
## 979 607 Research & Development 9 3
## 980 1098 Research & Development 4 2
## 981 1402 Sales 28 4
## 982 1125 Sales 10 3
## 983 1323 Research & Development 2 3
## 984 1167 Sales 5 3
## 985 1120 Sales 11 4
## 986 238 Research & Development 5 2
## 987 1256 Research & Development 3 4
## 988 601 Sales 7 5
## 989 945 Research & Development 22 3
## 990 408 Research & Development 9 4
## 991 1383 Human Resources 2 3
## 992 581 Research & Development 9 3
## 993 1240 Human Resources 9 3
## 994 1184 Sales 2 4
## 995 152 Sales 10 3
## 996 665 Research & Development 6 4
## 997 1391 Research & Development 10 1
## 998 971 Research & Development 1 3
## 999 882 Sales 3 4
## 1000 374 Research & Development 25 4
## 1001 945 Human Resources 5 2
## 1002 1309 Sales 4 1
## 1003 977 Research & Development 2 3
## 1004 983 Research & Development 2 2
## 1005 1108 Research & Development 15 4
## 1006 735 Sales 3 1
## 1007 1141 Sales 2 3
## 1008 688 Research & Development 23 4
## 1009 1223 Research & Development 7 2
## 1010 1436 Sales 6 2
## 1011 504 Research & Development 10 3
## 1012 1031 Research & Development 6 4
## 1013 588 Sales 8 2
## 1014 234 Research & Development 9 4
## 1015 334 Sales 26 4
## 1016 990 Research & Development 27 3
## 1017 269 Research & Development 2 3
## 1018 662 Sales 1 5
## 1019 1339 Sales 5 3
## 1020 287 Research & Development 5 2
## 1021 561 Sales 2 3
## 1022 845 Sales 1 5
## 1023 835 Research & Development 19 4
## 1024 1238 Research & Development 1 1
## 1025 857 Research & Development 10 3
## 1026 105 Research & Development 9 3
## 1027 106 Human Resources 2 3
## 1028 891 Sales 4 2
## 1029 693 Sales 3 2
## 1030 1376 Human Resources 1 2
## 1031 499 Sales 2 1
## 1032 244 Human Resources 2 3
## 1033 269 Research & Development 5 1
## 1034 482 Research & Development 1 2
## 1035 663 Research & Development 9 4
## 1036 1362 Research & Development 10 1
## 1037 883 Sales 26 1
## 1038 397 Human Resources 19 4
## 1039 1253 Research & Development 10 1
## 1040 657 Research & Development 27 3
## 1041 307 Research & Development 29 2
## 1042 1198 Research & Development 1 4
## 1043 557 Sales 3 3
## 1044 928 Sales 1 2
## 1045 1103 Research & Development 16 3
## 1046 1009 Research & Development 1 3
## 1047 903 Research & Development 2 3
## 1048 553 Research & Development 5 4
## 1049 135 Research & Development 17 4
## 1050 763 Sales 15 2
## 1051 607 Research & Development 2 5
## 1052 635 Research & Development 18 1
## 1053 1473 Research & Development 8 4
## 1054 995 Research & Development 9 3
## 1055 591 Research & Development 2 3
## 1056 688 Research & Development 3 3
## 1057 472 Research & Development 1 1
## 1058 1034 Sales 16 3
## 1059 1239 Human Resources 8 2
## 1060 1451 Research & Development 2 1
## 1061 405 Research & Development 1 2
## 1062 426 Research & Development 10 4
## 1063 1296 Research & Development 6 3
## 1064 427 Sales 7 3
## 1065 390 Research & Development 1 4
## 1066 650 Research & Development 9 1
## 1067 1194 Research & Development 2 4
## 1068 422 Research & Development 7 3
## 1069 430 Sales 7 3
## 1070 316 Sales 8 4
## 1071 1291 Sales 11 3
## 1072 480 Research & Development 7 2
## 1073 654 Sales 21 3
## 1074 305 Research & Development 16 3
## 1075 1443 Sales 11 5
## 1076 1402 Sales 2 3
## 1077 1282 Research & Development 5 3
## 1078 311 Research & Development 20 3
## 1079 506 Research & Development 3 3
## 1080 532 Research & Development 29 2
## 1081 1322 Research & Development 2 4
## 1082 287 Research & Development 1 4
## 1083 638 Sales 9 3
## 1084 619 Sales 1 3
## 1085 216 Research & Development 23 3
## 1086 580 Sales 5 4
## 1087 1003 Sales 5 3
## 1088 268 Research & Development 2 5
## 1089 691 Research & Development 5 4
## 1090 205 Sales 10 3
## 1091 144 Sales 10 1
## 1092 301 Sales 15 4
## 1093 663 Research & Development 11 3
## 1094 107 Sales 10 3
## 1095 675 Research & Development 5 2
## 1096 446 Research & Development 1 4
## 1097 1017 Research & Development 1 2
## 1098 600 Human Resources 8 3
## 1099 1062 Research & Development 2 3
## 1100 370 Research & Development 10 4
## 1101 989 Research & Development 4 1
## 1102 759 Sales 2 2
## 1103 1327 Sales 2 2
## 1104 661 Sales 7 2
## 1105 188 Research & Development 7 4
## 1106 490 Research & Development 10 3
## 1107 1103 Research & Development 14 3
## 1108 1112 Human Resources 1 4
## 1109 1242 Sales 20 3
## 1110 682 Sales 18 4
## 1111 208 Research & Development 8 4
## 1112 1089 Sales 1 2
## 1113 1277 Research & Development 15 1
## 1114 562 Sales 8 2
## 1115 1180 Research & Development 25 3
## 1116 1131 Research & Development 15 3
## 1117 1305 Research & Development 10 4
## 1118 1476 Research & Development 1 3
## 1119 1272 Research & Development 5 3
## 1120 204 Sales 14 3
## 1121 410 Sales 28 3
## 1122 1262 Research & Development 1 4
## 1123 1125 Research & Development 1 3
## 1124 1195 Research & Development 2 2
## 1125 1320 Research & Development 20 3
## 1126 602 Sales 1 1
## 1127 1287 Research & Development 7 3
## 1128 1325 Research & Development 11 4
## 1129 334 Sales 2 4
## 1130 217 Research & Development 8 1
## 1131 1327 Research & Development 3 4
## 1132 412 Research & Development 13 4
## 1133 622 Research & Development 2 4
## 1134 148 Research & Development 2 3
## 1135 1033 Research & Development 9 3
## 1136 192 Research & Development 1 2
## 1137 921 Research & Development 10 3
## 1138 1018 Sales 1 3
## 1139 119 Sales 3 3
## 1140 1291 Research & Development 15 2
## 1141 1463 Research & Development 23 3
## 1142 691 Sales 8 4
## 1143 1355 Research & Development 4 4
## 1144 821 Sales 5 4
## 1145 602 Human Resources 1 5
## 1146 374 Sales 20 3
## 1147 628 Research & Development 8 3
## 1148 471 Research & Development 4 3
## 1149 1010 Research & Development 1 3
## 1150 288 Research & Development 2 3
## 1151 693 Research & Development 7 3
## 1152 793 Sales 2 1
## 1153 928 Research & Development 20 4
## 1154 1485 Research & Development 12 1
## 1155 470 Research & Development 20 4
## 1156 313 Research & Development 3 3
## 1157 341 Sales 1 3
## 1158 430 Research & Development 2 4
## 1159 199 Research & Development 6 3
## 1160 216 Research & Development 6 2
## 1161 1097 Research & Development 10 4
## 1162 168 Research & Development 1 3
## 1163 574 Research & Development 20 1
## 1164 799 Research & Development 1 3
## 1165 887 Research & Development 5 2
## 1166 116 Research & Development 13 3
## 1167 1492 Research & Development 20 4
## 1168 1082 Sales 12 3
## 1169 798 Research & Development 6 4
## 1170 290 Research & Development 21 3
## EducationField EnvironmentSatisfaction Gender HourlyRate JobInvolvement
## 1 Life Sciences 2 Male 73 3
## 2 Medical 3 Male 44 2
## 3 Life Sciences 3 Male 60 3
## 4 Marketing 3 Female 48 3
## 5 Technical Degree 1 Female 32 3
## 6 Life Sciences 4 Male 32 3
## 7 Medical 2 Male 90 4
## 8 Life Sciences 4 Female 88 2
## 9 Life Sciences 3 Female 87 3
## 10 Technical Degree 4 Male 92 2
## 11 Medical 1 Female 81 2
## 12 Life Sciences 3 Male 43 3
## 13 Other 3 Male 59 3
## 14 Technical Degree 3 Male 72 3
## 15 Life Sciences 4 Female 44 3
## 16 Marketing 4 Female 45 3
## 17 Medical 3 Female 93 3
## 18 Medical 3 Female 30 3
## 19 Medical 4 Male 97 4
## 20 Life Sciences 2 Male 78 4
## 21 Medical 2 Male 48 2
## 22 Marketing 2 Male 56 4
## 23 Medical 4 Male 72 3
## 24 Other 4 Male 54 3
## 25 Life Sciences 2 Female 42 2
## 26 Marketing 2 Male 88 3
## 27 Life Sciences 3 Male 80 3
## 28 Marketing 1 Female 77 3
## 29 Life Sciences 1 Male 66 3
## 30 Medical 4 Male 41 3
## 31 Medical 4 Male 35 1
## 32 Medical 2 Male 79 4
## 33 Technical Degree 3 Female 75 1
## 34 Medical 4 Male 58 2
## 35 Life Sciences 4 Male 56 2
## 36 Life Sciences 2 Male 100 4
## 37 Medical 4 Male 55 2
## 38 Marketing 2 Male 96 2
## 39 Life Sciences 4 Male 99 3
## 40 Life Sciences 3 Male 67 4
## 41 Medical 2 Male 52 3
## 42 Technical Degree 2 Male 46 1
## 43 Medical 4 Female 74 3
## 44 Other 4 Male 93 2
## 45 Life Sciences 4 Male 47 3
## 46 Medical 1 Female 74 3
## 47 Life Sciences 1 Male 34 1
## 48 Marketing 3 Male 73 2
## 49 Marketing 2 Male 69 3
## 50 Medical 4 Male 57 3
## 51 Life Sciences 3 Female 43 3
## 52 Medical 4 Female 76 3
## 53 Life Sciences 1 Female 72 4
## 54 Life Sciences 3 Male 57 3
## 55 Life Sciences 3 Female 61 3
## 56 Life Sciences 3 Male 94 3
## 57 Medical 3 Male 57 4
## 58 Medical 2 Male 87 3
## 59 Medical 1 Female 80 3
## 60 Life Sciences 3 Male 73 1
## 61 Life Sciences 3 Male 51 2
## 62 Technical Degree 4 Female 63 3
## 63 Life Sciences 1 Male 54 3
## 64 Medical 2 Female 33 3
## 65 Life Sciences 4 Female 97 3
## 66 Life Sciences 1 Male 80 4
## 67 Life Sciences 2 Male 82 1
## 68 Other 4 Male 78 3
## 69 Medical 2 Male 79 3
## 70 Life Sciences 4 Female 42 3
## 71 Life Sciences 4 Male 76 3
## 72 Medical 4 Male 84 3
## 73 Life Sciences 2 Male 50 2
## 74 Life Sciences 2 Male 46 3
## 75 Life Sciences 2 Male 64 3
## 76 Medical 3 Female 58 3
## 77 Technical Degree 4 Male 64 2
## 78 Life Sciences 4 Male 56 4
## 79 Medical 4 Female 57 2
## 80 Medical 4 Female 59 1
## 81 Medical 1 Female 61 1
## 82 Life Sciences 4 Male 49 3
## 83 Life Sciences 1 Male 72 2
## 84 Medical 3 Male 51 4
## 85 Life Sciences 3 Female 53 3
## 86 Life Sciences 3 Female 69 2
## 87 Marketing 4 Male 42 3
## 88 Other 3 Male 39 2
## 89 Life Sciences 4 Male 37 3
## 90 Marketing 2 Female 83 3
## 91 Life Sciences 4 Male 42 3
## 92 Life Sciences 4 Female 45 2
## 93 Other 4 Male 92 2
## 94 Medical 1 Female 51 3
## 95 Life Sciences 3 Female 53 3
## 96 Life Sciences 2 Male 99 3
## 97 Life Sciences 3 Female 51 3
## 98 Life Sciences 3 Male 100 2
## 99 Life Sciences 4 Female 97 3
## 100 Life Sciences 4 Female 86 2
## 101 Life Sciences 2 Male 91 3
## 102 Life Sciences 1 Male 31 3
## 103 Marketing 3 Female 72 3
## 104 Medical 1 Male 58 4
## 105 Medical 4 Male 39 4
## 106 Medical 1 Male 82 4
## 107 Technical Degree 4 Male 41 3
## 108 Human Resources 3 Male 71 4
## 109 Medical 4 Female 66 3
## 110 Technical Degree 4 Male 78 3
## 111 Life Sciences 3 Male 39 2
## 112 Life Sciences 4 Male 70 3
## 113 Life Sciences 2 Male 87 3
## 114 Life Sciences 4 Female 61 3
## 115 Life Sciences 3 Male 94 3
## 116 Medical 1 Male 32 3
## 117 Life Sciences 3 Male 57 3
## 118 Other 4 Male 46 2
## 119 Life Sciences 1 Male 56 3
## 120 Technical Degree 3 Female 98 3
## 121 Life Sciences 1 Female 63 4
## 122 Medical 3 Male 58 3
## 123 Marketing 4 Male 74 3
## 124 Marketing 4 Female 46 2
## 125 Life Sciences 2 Male 44 3
## 126 Life Sciences 3 Female 55 3
## 127 Life Sciences 2 Female 72 1
## 128 Life Sciences 2 Female 93 2
## 129 Medical 1 Female 73 2
## 130 Technical Degree 1 Female 45 4
## 131 Medical 1 Male 43 2
## 132 Marketing 4 Female 80 3
## 133 Technical Degree 4 Female 88 2
## 134 Medical 4 Male 66 3
## 135 Life Sciences 3 Female 82 2
## 136 Medical 3 Female 38 4
## 137 Life Sciences 2 Female 36 2
## 138 Technical Degree 3 Female 56 3
## 139 Medical 4 Male 70 3
## 140 Life Sciences 3 Male 87 3
## 141 Life Sciences 4 Male 68 3
## 142 Life Sciences 1 Male 88 3
## 143 Medical 4 Male 75 3
## 144 Medical 3 Male 98 3
## 145 Medical 2 Female 89 4
## 146 Life Sciences 4 Male 61 3
## 147 Medical 4 Female 72 3
## 148 Life Sciences 1 Male 46 3
## 149 Medical 4 Male 49 3
## 150 Medical 2 Female 39 1
## 151 Medical 2 Male 46 3
## 152 Marketing 4 Male 55 3
## 153 Life Sciences 4 Male 91 2
## 154 Life Sciences 2 Male 85 4
## 155 Life Sciences 2 Male 83 3
## 156 Technical Degree 4 Female 85 3
## 157 Marketing 2 Female 92 3
## 158 Life Sciences 1 Male 84 3
## 159 Life Sciences 3 Female 83 3
## 160 Medical 1 Female 60 3
## 161 Life Sciences 4 Male 55 2
## 162 Technical Degree 2 Male 72 2
## 163 Marketing 3 Male 39 3
## 164 Life Sciences 4 Female 82 4
## 165 Marketing 3 Male 96 3
## 166 Medical 3 Female 49 2
## 167 Other 1 Female 72 3
## 168 Medical 1 Female 95 4
## 169 Technical Degree 4 Male 78 3
## 170 Life Sciences 3 Female 93 3
## 171 Marketing 3 Male 99 3
## 172 Technical Degree 3 Male 64 3
## 173 Medical 1 Female 86 3
## 174 Marketing 4 Male 82 4
## 175 Medical 3 Male 45 3
## 176 Technical Degree 4 Female 70 2
## 177 Medical 4 Male 78 3
## 178 Life Sciences 1 Male 57 3
## 179 Marketing 2 Female 43 3
## 180 Life Sciences 1 Female 59 2
## 181 Life Sciences 3 Male 44 2
## 182 Life Sciences 2 Female 31 3
## 183 Medical 2 Female 72 4
## 184 Life Sciences 2 Female 32 3
## 185 Life Sciences 3 Female 48 3
## 186 Medical 4 Male 94 3
## 187 Life Sciences 4 Male 77 4
## 188 Life Sciences 2 Female 47 4
## 189 Life Sciences 1 Male 96 3
## 190 Medical 2 Male 43 3
## 191 Medical 4 Female 64 3
## 192 Marketing 1 Female 68 3
## 193 Medical 3 Female 87 3
## 194 Marketing 2 Female 37 3
## 195 Medical 1 Male 36 2
## 196 Life Sciences 3 Male 96 3
## 197 Life Sciences 4 Male 96 3
## 198 Technical Degree 4 Male 56 2
## 199 Medical 1 Female 42 2
## 200 Other 4 Male 94 2
## 201 Life Sciences 2 Female 100 4
## 202 Life Sciences 2 Male 66 3
## 203 Life Sciences 3 Female 98 2
## 204 Life Sciences 1 Female 67 1
## 205 Life Sciences 3 Female 56 3
## 206 Life Sciences 2 Male 61 3
## 207 Marketing 1 Female 85 1
## 208 Medical 2 Male 70 3
## 209 Technical Degree 4 Female 84 3
## 210 Life Sciences 3 Male 96 3
## 211 Life Sciences 1 Female 60 2
## 212 Marketing 4 Male 90 3
## 213 Life Sciences 4 Male 80 4
## 214 Life Sciences 4 Female 43 2
## 215 Medical 1 Male 54 2
## 216 Medical 3 Male 68 3
## 217 Medical 3 Female 76 3
## 218 Medical 4 Female 58 3
## 219 Life Sciences 1 Female 75 3
## 220 Life Sciences 3 Male 53 3
## 221 Other 4 Male 60 3
## 222 Life Sciences 1 Female 100 3
## 223 Life Sciences 3 Female 36 3
## 224 Life Sciences 1 Male 72 2
## 225 Life Sciences 2 Male 71 3
## 226 Medical 4 Male 76 3
## 227 Other 3 Male 75 3
## 228 Life Sciences 4 Male 60 4
## 229 Other 1 Female 33 3
## 230 Life Sciences 3 Female 41 2
## 231 Other 4 Female 59 2
## 232 Marketing 4 Female 97 3
## 233 Life Sciences 3 Male 82 1
## 234 Marketing 4 Female 52 3
## 235 Life Sciences 3 Male 92 3
## 236 Life Sciences 1 Male 46 2
## 237 Life Sciences 1 Male 56 3
## 238 Life Sciences 1 Female 92 3
## 239 Human Resources 3 Female 82 3
## 240 Life Sciences 4 Female 50 2
## 241 Medical 4 Male 56 3
## 242 Medical 2 Female 83 3
## 243 Life Sciences 3 Male 76 3
## 244 Life Sciences 1 Male 68 2
## 245 Medical 2 Male 79 2
## 246 Medical 1 Female 62 2
## 247 Medical 3 Female 39 3
## 248 Medical 2 Male 68 2
## 249 Life Sciences 4 Female 75 3
## 250 Life Sciences 2 Female 91 3
## 251 Medical 2 Male 59 2
## 252 Technical Degree 1 Male 84 3
## 253 Life Sciences 2 Female 95 2
## 254 Human Resources 4 Male 89 4
## 255 Medical 4 Male 55 2
## 256 Life Sciences 1 Male 52 3
## 257 Marketing 4 Female 84 3
## 258 Marketing 4 Female 73 3
## 259 Life Sciences 3 Male 64 3
## 260 Other 4 Male 57 3
## 261 Life Sciences 3 Female 90 2
## 262 Technical Degree 1 Male 100 2
## 263 Medical 3 Male 58 3
## 264 Technical Degree 3 Female 84 3
## 265 Life Sciences 2 Male 52 3
## 266 Medical 1 Male 84 4
## 267 Medical 2 Male 71 3
## 268 Life Sciences 4 Male 95 3
## 269 Life Sciences 4 Male 36 3
## 270 Other 3 Male 85 3
## 271 Life Sciences 3 Female 67 3
## 272 Life Sciences 4 Female 66 3
## 273 Medical 2 Female 36 2
## 274 Marketing 3 Female 98 2
## 275 Medical 3 Male 61 4
## 276 Technical Degree 4 Female 92 3
## 277 Medical 1 Female 43 3
## 278 Life Sciences 3 Female 33 3
## 279 Marketing 3 Male 46 2
## 280 Life Sciences 4 Male 30 3
## 281 Medical 4 Male 73 3
## 282 Medical 4 Male 59 3
## 283 Life Sciences 3 Female 52 3
## 284 Marketing 4 Male 73 3
## 285 Human Resources 3 Male 37 4
## 286 Life Sciences 2 Male 79 3
## 287 Life Sciences 4 Male 75 3
## 288 Medical 2 Male 93 3
## 289 Technical Degree 2 Female 92 3
## 290 Life Sciences 1 Female 72 3
## 291 Medical 4 Female 91 3
## 292 Life Sciences 2 Female 47 3
## 293 Medical 4 Female 99 3
## 294 Medical 3 Female 98 3
## 295 Medical 3 Male 38 3
## 296 Medical 4 Male 43 3
## 297 Life Sciences 4 Male 45 2
## 298 Life Sciences 1 Male 66 1
## 299 Medical 3 Male 46 2
## 300 Medical 1 Male 84 1
## 301 Life Sciences 2 Male 48 3
## 302 Life Sciences 2 Male 71 3
## 303 Technical Degree 1 Male 94 2
## 304 Medical 2 Male 48 3
## 305 Technical Degree 4 Male 51 3
## 306 Life Sciences 1 Male 46 2
## 307 Life Sciences 1 Male 64 3
## 308 Life Sciences 3 Male 40 2
## 309 Medical 3 Male 62 3
## 310 Life Sciences 4 Male 57 4
## 311 Life Sciences 2 Male 45 3
## 312 Life Sciences 2 Female 75 3
## 313 Life Sciences 4 Female 33 3
## 314 Medical 2 Male 34 2
## 315 Marketing 1 Male 84 3
## 316 Life Sciences 4 Female 83 3
## 317 Marketing 3 Female 75 3
## 318 Life Sciences 2 Male 45 2
## 319 Life Sciences 1 Male 44 2
## 320 Life Sciences 2 Female 57 4
## 321 Life Sciences 3 Female 70 2
## 322 Life Sciences 2 Male 42 3
## 323 Life Sciences 2 Male 75 2
## 324 Life Sciences 4 Female 74 2
## 325 Life Sciences 4 Female 65 2
## 326 Life Sciences 2 Female 76 3
## 327 Medical 2 Female 31 3
## 328 Life Sciences 4 Male 35 3
## 329 Medical 4 Female 58 2
## 330 Human Resources 3 Female 31 3
## 331 Life Sciences 3 Male 36 3
## 332 Medical 4 Male 32 1
## 333 Medical 3 Male 99 3
## 334 Life Sciences 3 Female 68 3
## 335 Human Resources 3 Female 32 2
## 336 Medical 1 Female 54 2
## 337 Marketing 4 Male 54 3
## 338 Life Sciences 1 Male 45 3
## 339 Other 4 Male 81 3
## 340 Life Sciences 4 Female 33 3
## 341 Life Sciences 2 Female 82 2
## 342 Life Sciences 4 Male 52 2
## 343 Life Sciences 4 Male 34 2
## 344 Medical 3 Female 71 3
## 345 Life Sciences 3 Male 61 3
## 346 Marketing 2 Male 77 3
## 347 Life Sciences 4 Male 95 3
## 348 Life Sciences 3 Female 84 3
## 349 Life Sciences 4 Male 74 1
## 350 Medical 3 Male 81 3
## 351 Medical 3 Male 83 3
## 352 Technical Degree 2 Male 100 4
## 353 Medical 3 Female 92 2
## 354 Life Sciences 4 Male 72 3
## 355 Marketing 3 Female 81 3
## 356 Other 4 Male 81 1
## 357 Other 3 Female 46 2
## 358 Technical Degree 3 Female 71 2
## 359 Medical 1 Male 33 3
## 360 Life Sciences 4 Male 47 3
## 361 Life Sciences 3 Male 65 2
## 362 Technical Degree 3 Male 45 4
## 363 Marketing 1 Female 57 1
## 364 Medical 1 Male 49 3
## 365 Medical 4 Female 58 1
## 366 Life Sciences 3 Female 86 4
## 367 Medical 3 Female 46 3
## 368 Medical 1 Male 47 3
## 369 Technical Degree 4 Male 45 4
## 370 Medical 1 Female 74 4
## 371 Life Sciences 3 Female 96 3
## 372 Other 3 Female 69 3
## 373 Life Sciences 1 Male 97 3
## 374 Medical 2 Female 71 3
## 375 Life Sciences 4 Male 54 3
## 376 Medical 3 Male 88 1
## 377 Life Sciences 3 Female 43 4
## 378 Marketing 2 Male 77 3
## 379 Life Sciences 2 Female 69 1
## 380 Life Sciences 1 Female 48 3
## 381 Life Sciences 4 Male 42 3
## 382 Life Sciences 3 Female 61 3
## 383 Marketing 3 Male 96 3
## 384 Technical Degree 3 Male 62 3
## 385 Life Sciences 1 Male 34 3
## 386 Technical Degree 4 Female 80 3
## 387 Marketing 3 Female 92 3
## 388 Technical Degree 4 Male 34 3
## 389 Life Sciences 3 Female 51 3
## 390 Technical Degree 1 Female 99 2
## 391 Life Sciences 3 Female 93 3
## 392 Marketing 3 Female 47 2
## 393 Medical 3 Male 48 3
## 394 Marketing 3 Female 80 2
## 395 Medical 2 Male 35 3
## 396 Life Sciences 3 Male 32 3
## 397 Life Sciences 1 Male 51 3
## 398 Technical Degree 1 Female 52 3
## 399 Life Sciences 3 Male 57 3
## 400 Medical 2 Male 86 3
## 401 Life Sciences 3 Female 43 1
## 402 Medical 3 Female 36 3
## 403 Life Sciences 2 Female 64 3
## 404 Life Sciences 2 Female 42 3
## 405 Medical 3 Female 53 2
## 406 Other 2 Male 50 2
## 407 Marketing 1 Female 91 2
## 408 Life Sciences 3 Male 60 1
## 409 Life Sciences 1 Female 78 2
## 410 Life Sciences 2 Male 94 3
## 411 Life Sciences 1 Male 77 2
## 412 Marketing 4 Male 35 3
## 413 Life Sciences 2 Male 73 3
## 414 Marketing 4 Male 79 3
## 415 Marketing 4 Female 33 1
## 416 Medical 2 Male 90 3
## 417 Medical 3 Female 49 3
## 418 Life Sciences 3 Male 81 4
## 419 Life Sciences 4 Female 56 2
## 420 Medical 2 Male 93 2
## 421 Medical 1 Male 94 3
## 422 Medical 2 Female 72 3
## 423 Life Sciences 2 Male 76 1
## 424 Life Sciences 4 Female 97 3
## 425 Life Sciences 3 Male 48 2
## 426 Medical 3 Male 79 2
## 427 Technical Degree 3 Male 64 3
## 428 Medical 4 Male 100 2
## 429 Life Sciences 4 Male 62 2
## 430 Life Sciences 4 Male 84 2
## 431 Life Sciences 4 Male 74 3
## 432 Life Sciences 3 Male 74 3
## 433 Life Sciences 1 Male 97 2
## 434 Technical Degree 4 Female 91 2
## 435 Marketing 1 Male 67 2
## 436 Marketing 2 Female 56 3
## 437 Medical 3 Male 46 3
## 438 Medical 3 Male 95 3
## 439 Marketing 1 Male 86 2
## 440 Life Sciences 2 Female 33 4
## 441 Life Sciences 4 Female 38 3
## 442 Medical 4 Female 43 3
## 443 Life Sciences 1 Male 79 3
## 444 Life Sciences 3 Female 44 3
## 445 Medical 3 Male 46 3
## 446 Technical Degree 1 Male 74 3
## 447 Life Sciences 4 Male 90 3
## 448 Medical 2 Male 95 4
## 449 Life Sciences 4 Female 50 3
## 450 Marketing 1 Male 52 2
## 451 Medical 2 Female 95 3
## 452 Life Sciences 4 Male 49 3
## 453 Life Sciences 3 Male 84 3
## 454 Marketing 2 Male 43 3
## 455 Life Sciences 4 Female 40 2
## 456 Medical 2 Male 88 3
## 457 Life Sciences 1 Female 67 3
## 458 Marketing 3 Male 71 3
## 459 Life Sciences 1 Female 90 3
## 460 Life Sciences 1 Male 37 2
## 461 Other 2 Male 97 3
## 462 Life Sciences 1 Male 77 3
## 463 Marketing 3 Female 77 3
## 464 Technical Degree 4 Female 30 3
## 465 Technical Degree 3 Male 38 2
## 466 Life Sciences 4 Male 45 3
## 467 Life Sciences 3 Male 70 3
## 468 Life Sciences 2 Female 55 4
## 469 Medical 2 Male 79 1
## 470 Medical 4 Female 57 4
## 471 Technical Degree 2 Male 41 3
## 472 Life Sciences 4 Male 73 2
## 473 Other 4 Male 52 3
## 474 Medical 3 Male 83 3
## 475 Life Sciences 1 Male 50 3
## 476 Marketing 1 Male 98 3
## 477 Marketing 4 Male 66 2
## 478 Medical 1 Male 45 3
## 479 Other 3 Female 54 3
## 480 Life Sciences 3 Female 42 4
## 481 Life Sciences 1 Male 89 3
## 482 Life Sciences 4 Male 48 3
## 483 Other 3 Male 86 2
## 484 Life Sciences 3 Female 67 3
## 485 Medical 4 Female 94 3
## 486 Life Sciences 2 Female 94 3
## 487 Medical 2 Male 89 3
## 488 Life Sciences 1 Male 31 3
## 489 Life Sciences 1 Male 98 2
## 490 Medical 2 Female 96 3
## 491 Life Sciences 3 Female 35 3
## 492 Life Sciences 4 Female 43 3
## 493 Medical 3 Male 42 2
## 494 Life Sciences 4 Female 91 2
## 495 Technical Degree 2 Female 63 2
## 496 Marketing 1 Female 66 3
## 497 Life Sciences 1 Male 69 3
## 498 Medical 2 Male 53 3
## 499 Medical 3 Male 94 3
## 500 Life Sciences 1 Female 32 1
## 501 Medical 3 Female 53 2
## 502 Life Sciences 3 Male 50 2
## 503 Medical 4 Female 95 3
## 504 Life Sciences 2 Female 51 4
## 505 Medical 1 Female 82 3
## 506 Life Sciences 4 Female 67 2
## 507 Marketing 4 Female 34 3
## 508 Marketing 2 Male 52 3
## 509 Marketing 1 Male 41 3
## 510 Technical Degree 2 Female 49 3
## 511 Life Sciences 1 Female 100 3
## 512 Life Sciences 3 Male 71 3
## 513 Life Sciences 1 Male 56 3
## 514 Life Sciences 1 Female 98 3
## 515 Medical 1 Male 39 3
## 516 Medical 4 Male 84 1
## 517 Marketing 3 Male 36 2
## 518 Medical 2 Male 57 3
## 519 Technical Degree 1 Female 48 2
## 520 Life Sciences 1 Male 97 3
## 521 Life Sciences 3 Female 100 2
## 522 Medical 3 Male 51 3
## 523 Life Sciences 2 Male 59 3
## 524 Life Sciences 4 Male 58 2
## 525 Life Sciences 3 Male 70 2
## 526 Marketing 3 Female 38 2
## 527 Life Sciences 3 Female 30 3
## 528 Medical 3 Male 80 3
## 529 Medical 2 Male 30 2
## 530 Life Sciences 2 Female 72 3
## 531 Life Sciences 3 Female 65 2
## 532 Life Sciences 2 Female 73 3
## 533 Life Sciences 3 Male 81 4
## 534 Medical 3 Female 34 3
## 535 Other 2 Male 77 1
## 536 Medical 4 Male 37 4
## 537 Marketing 4 Male 32 3
## 538 Technical Degree 3 Male 52 3
## 539 Technical Degree 1 Female 62 3
## 540 Marketing 2 Male 45 3
## 541 Life Sciences 3 Male 49 3
## 542 Life Sciences 4 Male 90 4
## 543 Medical 3 Male 79 2
## 544 Life Sciences 4 Male 88 3
## 545 Medical 3 Female 86 2
## 546 Life Sciences 2 Female 35 2
## 547 Other 1 Female 51 3
## 548 Medical 1 Male 51 2
## 549 Life Sciences 1 Female 81 2
## 550 Medical 2 Male 36 3
## 551 Human Resources 4 Male 59 2
## 552 Medical 2 Male 63 2
## 553 Human Resources 2 Male 94 2
## 554 Medical 4 Male 51 3
## 555 Life Sciences 4 Male 63 2
## 556 Marketing 4 Male 75 3
## 557 Life Sciences 3 Female 42 3
## 558 Life Sciences 2 Male 83 2
## 559 Life Sciences 2 Male 98 3
## 560 Life Sciences 3 Male 57 3
## 561 Medical 4 Male 30 3
## 562 Life Sciences 1 Male 87 3
## 563 Technical Degree 3 Female 37 3
## 564 Medical 3 Female 40 3
## 565 Life Sciences 4 Male 38 1
## 566 Medical 2 Male 42 3
## 567 Technical Degree 4 Male 84 2
## 568 Life Sciences 2 Male 64 2
## 569 Medical 3 Female 68 2
## 570 Life Sciences 4 Male 95 3
## 571 Marketing 3 Female 54 3
## 572 Other 4 Female 65 3
## 573 Life Sciences 3 Male 42 2
## 574 Technical Degree 2 Male 92 4
## 575 Marketing 1 Male 66 3
## 576 Life Sciences 1 Male 51 2
## 577 Life Sciences 1 Male 59 2
## 578 Life Sciences 3 Male 90 2
## 579 Medical 1 Female 81 3
## 580 Life Sciences 3 Male 82 3
## 581 Medical 4 Male 67 3
## 582 Life Sciences 1 Female 44 3
## 583 Medical 2 Male 60 1
## 584 Marketing 2 Female 81 3
## 585 Other 4 Male 41 3
## 586 Medical 3 Male 99 3
## 587 Medical 2 Female 79 1
## 588 Life Sciences 3 Male 82 2
## 589 Medical 1 Female 94 3
## 590 Medical 3 Female 30 3
## 591 Other 2 Female 85 2
## 592 Medical 1 Female 40 2
## 593 Technical Degree 1 Male 92 3
## 594 Life Sciences 3 Female 84 3
## 595 Life Sciences 1 Female 80 2
## 596 Medical 1 Male 48 4
## 597 Technical Degree 4 Male 78 2
## 598 Medical 2 Female 78 2
## 599 Life Sciences 2 Male 87 4
## 600 Medical 2 Male 61 3
## 601 Life Sciences 4 Female 78 3
## 602 Technical Degree 4 Male 62 3
## 603 Life Sciences 2 Female 73 4
## 604 Medical 2 Female 54 3
## 605 Marketing 2 Female 52 1
## 606 Life Sciences 3 Male 59 4
## 607 Life Sciences 1 Female 57 2
## 608 Medical 1 Female 44 4
## 609 Other 3 Male 100 4
## 610 Life Sciences 2 Female 88 2
## 611 Medical 4 Female 60 2
## 612 Other 1 Female 62 2
## 613 Life Sciences 1 Female 39 3
## 614 Other 4 Male 37 2
## 615 Other 3 Male 62 3
## 616 Medical 2 Male 57 2
## 617 Medical 1 Female 82 2
## 618 Marketing 2 Female 75 3
## 619 Medical 4 Male 42 2
## 620 Life Sciences 3 Male 41 2
## 621 Life Sciences 4 Female 66 2
## 622 Medical 3 Male 64 4
## 623 Life Sciences 2 Female 72 4
## 624 Life Sciences 3 Female 31 3
## 625 Medical 3 Male 38 2
## 626 Life Sciences 1 Male 76 3
## 627 Medical 4 Female 42 3
## 628 Life Sciences 3 Male 92 2
## 629 Life Sciences 4 Male 65 3
## 630 Medical 4 Female 46 2
## 631 Technical Degree 2 Male 98 2
## 632 Marketing 1 Male 32 3
## 633 Life Sciences 2 Male 42 3
## 634 Life Sciences 1 Female 39 3
## 635 Life Sciences 3 Female 43 3
## 636 Other 4 Male 47 2
## 637 Medical 4 Male 35 3
## 638 Medical 4 Male 39 3
## 639 Medical 2 Male 89 4
## 640 Marketing 3 Male 85 3
## 641 Life Sciences 4 Male 67 3
## 642 Life Sciences 2 Female 47 3
## 643 Medical 3 Male 40 2
## 644 Technical Degree 4 Male 85 1
## 645 Life Sciences 1 Male 95 2
## 646 Marketing 3 Male 67 2
## 647 Medical 3 Male 80 3
## 648 Medical 4 Male 62 1
## 649 Marketing 3 Male 32 2
## 650 Life Sciences 1 Male 73 3
## 651 Medical 4 Male 68 2
## 652 Marketing 2 Male 52 4
## 653 Medical 2 Female 88 3
## 654 Medical 1 Female 91 3
## 655 Technical Degree 3 Male 99 2
## 656 Medical 1 Male 60 3
## 657 Life Sciences 2 Male 81 2
## 658 Medical 2 Female 87 3
## 659 Medical 4 Male 95 2
## 660 Life Sciences 2 Male 95 2
## 661 Life Sciences 1 Male 80 3
## 662 Life Sciences 4 Male 62 2
## 663 Life Sciences 3 Male 74 3
## 664 Other 2 Male 45 3
## 665 Marketing 2 Male 72 3
## 666 Life Sciences 4 Male 70 4
## 667 Medical 2 Female 42 3
## 668 Medical 1 Male 38 1
## 669 Life Sciences 4 Male 79 3
## 670 Life Sciences 4 Male 85 3
## 671 Medical 1 Male 30 3
## 672 Medical 4 Male 93 3
## 673 Life Sciences 3 Male 55 3
## 674 Life Sciences 4 Female 96 3
## 675 Medical 2 Female 86 4
## 676 Marketing 4 Female 33 2
## 677 Other 3 Female 35 3
## 678 Technical Degree 4 Female 73 3
## 679 Life Sciences 4 Female 97 3
## 680 Life Sciences 2 Male 41 2
## 681 Marketing 3 Male 87 2
## 682 Medical 4 Male 61 3
## 683 Life Sciences 1 Male 80 3
## 684 Life Sciences 3 Male 83 4
## 685 Medical 3 Male 42 3
## 686 Life Sciences 3 Male 33 3
## 687 Other 3 Female 84 3
## 688 Medical 3 Female 47 2
## 689 Life Sciences 2 Male 47 2
## 690 Human Resources 1 Male 100 3
## 691 Human Resources 3 Male 71 3
## 692 Life Sciences 1 Male 88 3
## 693 Other 1 Male 98 2
## 694 Technical Degree 3 Male 40 3
## 695 Medical 3 Male 31 1
## 696 Life Sciences 4 Female 65 2
## 697 Medical 3 Male 89 2
## 698 Life Sciences 4 Male 62 3
## 699 Medical 2 Female 70 3
## 700 Life Sciences 4 Male 52 3
## 701 Medical 4 Male 87 2
## 702 Life Sciences 2 Female 70 3
## 703 Marketing 3 Female 78 2
## 704 Medical 4 Female 69 3
## 705 Medical 2 Male 52 3
## 706 Life Sciences 4 Male 56 3
## 707 Medical 4 Female 68 3
## 708 Medical 4 Female 96 4
## 709 Other 4 Female 40 2
## 710 Life Sciences 1 Male 98 3
## 711 Medical 2 Female 95 3
## 712 Marketing 1 Male 56 2
## 713 Technical Degree 4 Male 76 4
## 714 Medical 1 Male 48 2
## 715 Life Sciences 1 Male 76 2
## 716 Human Resources 4 Male 58 1
## 717 Marketing 3 Male 72 2
## 718 Other 3 Female 59 3
## 719 Other 4 Male 36 3
## 720 Medical 4 Female 93 3
## 721 Other 3 Male 36 3
## 722 Life Sciences 3 Male 85 3
## 723 Other 4 Male 91 3
## 724 Medical 4 Female 51 2
## 725 Life Sciences 4 Male 81 3
## 726 Life Sciences 1 Female 62 3
## 727 Medical 3 Female 54 3
## 728 Medical 4 Male 43 3
## 729 Technical Degree 3 Male 66 1
## 730 Technical Degree 3 Male 100 3
## 731 Life Sciences 1 Female 55 3
## 732 Medical 4 Female 41 3
## 733 Human Resources 1 Female 58 2
## 734 Other 4 Male 60 4
## 735 Medical 1 Male 35 3
## 736 Medical 1 Female 89 4
## 737 Marketing 2 Female 60 2
## 738 Life Sciences 3 Female 48 2
## 739 Medical 3 Female 86 3
## 740 Other 1 Male 54 2
## 741 Life Sciences 1 Male 41 2
## 742 Life Sciences 3 Male 44 2
## 743 Medical 1 Male 47 3
## 744 Medical 3 Female 51 3
## 745 Other 1 Female 85 3
## 746 Technical Degree 3 Male 57 2
## 747 Human Resources 1 Male 56 2
## 748 Medical 4 Male 97 2
## 749 Medical 2 Male 91 3
## 750 Life Sciences 3 Male 90 3
## 751 Marketing 4 Female 54 3
## 752 Life Sciences 4 Female 54 3
## 753 Medical 2 Male 41 3
## 754 Life Sciences 3 Female 64 3
## 755 Technical Degree 1 Female 60 3
## 756 Medical 1 Male 49 1
## 757 Life Sciences 4 Female 51 3
## 758 Technical Degree 1 Male 96 3
## 759 Medical 4 Female 87 3
## 760 Marketing 1 Female 94 1
## 761 Life Sciences 4 Female 92 2
## 762 Other 3 Female 33 3
## 763 Medical 3 Male 40 1
## 764 Life Sciences 4 Female 95 3
## 765 Human Resources 3 Male 88 3
## 766 Medical 3 Female 50 1
## 767 Technical Degree 2 Female 43 4
## 768 Other 3 Male 58 1
## 769 Technical Degree 4 Male 60 3
## 770 Life Sciences 2 Female 65 2
## 771 Marketing 2 Male 46 2
## 772 Marketing 2 Female 92 3
## 773 Technical Degree 3 Female 64 3
## 774 Medical 4 Male 79 2
## 775 Life Sciences 4 Male 40 3
## 776 Medical 1 Male 79 4
## 777 Life Sciences 3 Male 46 3
## 778 Life Sciences 3 Female 76 3
## 779 Medical 4 Male 76 3
## 780 Medical 1 Male 36 3
## 781 Marketing 2 Female 70 3
## 782 Technical Degree 4 Female 80 2
## 783 Human Resources 4 Male 57 3
## 784 Medical 2 Female 82 3
## 785 Marketing 3 Male 87 3
## 786 Life Sciences 1 Female 93 3
## 787 Technical Degree 1 Female 53 3
## 788 Medical 3 Male 85 2
## 789 Medical 3 Male 60 2
## 790 Medical 4 Female 40 3
## 791 Medical 3 Female 43 2
## 792 Medical 4 Female 95 3
## 793 Medical 4 Female 54 2
## 794 Technical Degree 3 Female 59 3
## 795 Life Sciences 4 Male 92 3
## 796 Life Sciences 1 Male 70 3
## 797 Medical 3 Male 79 3
## 798 Medical 3 Female 79 3
## 799 Medical 1 Female 96 2
## 800 Life Sciences 4 Male 79 4
## 801 Life Sciences 3 Female 42 4
## 802 Life Sciences 2 Male 77 3
## 803 Medical 3 Male 99 3
## 804 Technical Degree 4 Male 86 3
## 805 Medical 2 Male 67 3
## 806 Life Sciences 4 Male 90 3
## 807 Life Sciences 1 Male 93 4
## 808 Medical 3 Male 80 3
## 809 Life Sciences 2 Male 33 3
## 810 Technical Degree 3 Male 51 3
## 811 Medical 3 Male 66 3
## 812 Technical Degree 1 Male 81 3
## 813 Marketing 4 Female 77 3
## 814 Life Sciences 4 Female 98 3
## 815 Marketing 2 Male 98 2
## 816 Medical 1 Male 60 3
## 817 Medical 3 Female 52 2
## 818 Medical 3 Male 49 3
## 819 Medical 2 Male 35 2
## 820 Marketing 4 Female 84 3
## 821 Other 2 Female 35 4
## 822 Marketing 4 Male 45 3
## 823 Marketing 4 Female 95 2
## 824 Medical 3 Male 72 3
## 825 Life Sciences 3 Female 76 3
## 826 Medical 4 Male 40 3
## 827 Marketing 1 Male 70 3
## 828 Marketing 3 Female 86 3
## 829 Medical 3 Female 75 2
## 830 Medical 1 Male 99 3
## 831 Life Sciences 4 Male 42 3
## 832 Marketing 4 Male 50 3
## 833 Medical 4 Male 78 2
## 834 Life Sciences 3 Male 54 3
## 835 Medical 4 Male 37 2
## 836 Medical 1 Male 69 3
## 837 Life Sciences 3 Male 54 3
## 838 Life Sciences 4 Male 74 4
## 839 Life Sciences 3 Female 92 2
## 840 Life Sciences 4 Male 91 2
## 841 Life Sciences 3 Male 54 3
## 842 Other 2 Male 51 2
## 843 Medical 3 Female 81 2
## 844 Life Sciences 4 Male 86 3
## 845 Life Sciences 4 Female 32 1
## 846 Medical 3 Male 79 3
## 847 Medical 2 Female 79 3
## 848 Medical 3 Male 48 4
## 849 Marketing 3 Male 68 2
## 850 Other 3 Male 61 4
## 851 Life Sciences 2 Female 71 1
## 852 Medical 4 Male 83 2
## 853 Life Sciences 4 Female 49 2
## 854 Medical 2 Male 68 4
## 855 Other 4 Female 44 2
## 856 Life Sciences 4 Male 76 3
## 857 Technical Degree 4 Female 88 3
## 858 Life Sciences 3 Female 48 2
## 859 Life Sciences 3 Male 94 3
## 860 Medical 1 Female 73 3
## 861 Medical 2 Female 40 2
## 862 Marketing 4 Female 56 2
## 863 Marketing 1 Male 67 4
## 864 Medical 4 Female 49 3
## 865 Technical Degree 2 Male 55 3
## 866 Life Sciences 4 Male 54 3
## 867 Marketing 3 Male 100 3
## 868 Medical 3 Female 78 3
## 869 Medical 1 Female 83 3
## 870 Medical 2 Female 37 3
## 871 Life Sciences 1 Male 92 3
## 872 Life Sciences 2 Female 53 3
## 873 Marketing 1 Male 85 4
## 874 Life Sciences 1 Male 66 4
## 875 Other 4 Male 67 2
## 876 Technical Degree 4 Male 56 3
## 877 Marketing 3 Male 95 3
## 878 Life Sciences 1 Female 45 2
## 879 Life Sciences 1 Male 96 1
## 880 Technical Degree 4 Female 82 2
## 881 Marketing 1 Male 52 3
## 882 Life Sciences 2 Male 88 3
## 883 Medical 2 Female 62 3
## 884 Marketing 3 Male 84 3
## 885 Medical 1 Male 78 2
## 886 Life Sciences 2 Female 34 3
## 887 Life Sciences 4 Male 93 1
## 888 Life Sciences 2 Female 32 3
## 889 Life Sciences 4 Male 48 3
## 890 Technical Degree 3 Male 100 3
## 891 Life Sciences 3 Male 98 3
## 892 Technical Degree 3 Male 33 3
## 893 Medical 3 Male 64 2
## 894 Medical 4 Female 71 4
## 895 Life Sciences 3 Male 35 3
## 896 Life Sciences 4 Male 82 3
## 897 Life Sciences 1 Female 74 3
## 898 Life Sciences 3 Male 37 3
## 899 Medical 3 Female 66 3
## 900 Life Sciences 4 Female 96 3
## 901 Medical 1 Male 40 3
## 902 Marketing 1 Female 79 3
## 903 Life Sciences 3 Female 96 3
## 904 Life Sciences 1 Male 83 3
## 905 Life Sciences 4 Female 90 3
## 906 Life Sciences 4 Female 30 3
## 907 Medical 3 Male 40 2
## 908 Medical 4 Male 61 3
## 909 Technical Degree 3 Male 50 3
## 910 Life Sciences 4 Male 71 3
## 911 Life Sciences 3 Male 96 1
## 912 Other 4 Male 88 3
## 913 Life Sciences 3 Female 99 3
## 914 Medical 3 Female 45 2
## 915 Medical 4 Female 42 3
## 916 Life Sciences 1 Male 97 3
## 917 Medical 3 Female 67 3
## 918 Medical 3 Male 46 3
## 919 Medical 4 Male 74 3
## 920 Medical 3 Female 81 4
## 921 Marketing 4 Male 57 3
## 922 Life Sciences 4 Male 36 4
## 923 Other 1 Male 81 3
## 924 Medical 4 Male 79 4
## 925 Medical 2 Female 91 3
## 926 Life Sciences 4 Female 46 4
## 927 Medical 3 Male 56 4
## 928 Medical 2 Female 99 1
## 929 Medical 4 Male 96 4
## 930 Life Sciences 4 Male 79 3
## 931 Life Sciences 4 Male 87 3
## 932 Life Sciences 3 Female 39 3
## 933 Marketing 2 Male 49 4
## 934 Life Sciences 4 Male 57 2
## 935 Technical Degree 1 Male 84 3
## 936 Medical 2 Male 89 3
## 937 Medical 4 Male 97 3
## 938 Life Sciences 1 Male 53 1
## 939 Life Sciences 1 Male 52 3
## 940 Medical 2 Female 78 3
## 941 Life Sciences 4 Male 86 3
## 942 Medical 4 Male 38 4
## 943 Life Sciences 1 Female 99 3
## 944 Life Sciences 1 Female 47 3
## 945 Medical 4 Female 69 2
## 946 Life Sciences 1 Male 87 3
## 947 Marketing 2 Male 31 3
## 948 Life Sciences 1 Female 90 3
## 949 Life Sciences 2 Female 58 3
## 950 Life Sciences 2 Female 77 4
## 951 Technical Degree 3 Male 38 3
## 952 Marketing 3 Male 74 3
## 953 Other 4 Female 35 3
## 954 Life Sciences 4 Female 53 3
## 955 Life Sciences 3 Male 70 3
## 956 Life Sciences 3 Female 56 1
## 957 Life Sciences 4 Male 49 1
## 958 Medical 4 Female 69 3
## 959 Life Sciences 4 Male 80 3
## 960 Life Sciences 4 Male 31 3
## 961 Life Sciences 3 Male 60 3
## 962 Technical Degree 1 Male 62 3
## 963 Life Sciences 1 Male 45 2
## 964 Human Resources 3 Female 44 4
## 965 Medical 4 Male 64 2
## 966 Medical 2 Female 43 2
## 967 Medical 4 Female 73 2
## 968 Medical 2 Male 61 2
## 969 Medical 4 Female 30 3
## 970 Medical 1 Male 45 3
## 971 Marketing 4 Male 44 3
## 972 Medical 4 Female 41 3
## 973 Medical 4 Male 44 3
## 974 Life Sciences 4 Female 83 2
## 975 Medical 4 Female 41 2
## 976 Medical 3 Male 86 2
## 977 Life Sciences 1 Male 97 2
## 978 Medical 3 Male 93 3
## 979 Life Sciences 4 Female 66 2
## 980 Medical 1 Male 85 2
## 981 Life Sciences 2 Female 98 2
## 982 Marketing 3 Female 94 2
## 983 Life Sciences 3 Female 89 2
## 984 Other 4 Female 30 2
## 985 Marketing 2 Female 100 2
## 986 Life Sciences 1 Female 47 4
## 987 Life Sciences 3 Male 48 2
## 988 Marketing 4 Male 97 3
## 989 Medical 4 Female 82 3
## 990 Life Sciences 3 Male 42 2
## 991 Life Sciences 4 Female 42 2
## 992 Medical 3 Male 62 4
## 993 Human Resources 3 Male 48 3
## 994 Medical 2 Male 62 3
## 995 Technical Degree 3 Female 85 3
## 996 Other 1 Female 41 3
## 997 Medical 3 Male 66 3
## 998 Medical 4 Female 54 3
## 999 Life Sciences 4 Male 92 3
## 1000 Life Sciences 1 Male 87 3
## 1001 Medical 2 Male 80 3
## 1002 Medical 2 Male 99 3
## 1003 Medical 4 Male 45 3
## 1004 Medical 1 Female 65 3
## 1005 Other 3 Female 65 3
## 1006 Medical 4 Female 75 2
## 1007 Medical 3 Female 31 3
## 1008 Life Sciences 4 Male 82 3
## 1009 Medical 4 Female 50 3
## 1010 Marketing 2 Male 34 3
## 1011 Medical 1 Male 61 3
## 1012 Life Sciences 3 Female 45 2
## 1013 Technical Degree 3 Female 65 2
## 1014 Life Sciences 4 Male 93 3
## 1015 Marketing 3 Female 52 2
## 1016 Technical Degree 4 Male 87 4
## 1017 Medical 4 Female 56 2
## 1018 Marketing 3 Male 94 3
## 1019 Life Sciences 2 Female 41 3
## 1020 Life Sciences 2 Male 73 3
## 1021 Other 4 Male 61 3
## 1022 Medical 4 Female 45 3
## 1023 Other 4 Male 41 3
## 1024 Life Sciences 3 Male 74 2
## 1025 Life Sciences 4 Male 91 2
## 1026 Life Sciences 4 Male 87 3
## 1027 Human Resources 1 Male 62 2
## 1028 Life Sciences 2 Female 99 2
## 1029 Life Sciences 1 Female 65 3
## 1030 Medical 2 Male 91 2
## 1031 Marketing 3 Male 36 3
## 1032 Life Sciences 2 Male 97 3
## 1033 Technical Degree 3 Male 42 2
## 1034 Life Sciences 2 Female 90 2
## 1035 Other 3 Male 81 3
## 1036 Medical 4 Male 32 3
## 1037 Medical 3 Female 32 3
## 1038 Medical 3 Male 88 3
## 1039 Medical 3 Male 65 3
## 1040 Medical 2 Female 66 3
## 1041 Medical 3 Male 71 2
## 1042 Other 3 Male 100 2
## 1043 Medical 1 Female 94 2
## 1044 Life Sciences 2 Male 56 3
## 1045 Medical 3 Male 49 3
## 1046 Medical 1 Male 45 2
## 1047 Medical 3 Male 81 3
## 1048 Life Sciences 4 Female 74 3
## 1049 Life Sciences 4 Female 51 3
## 1050 Medical 1 Male 59 1
## 1051 Technical Degree 3 Female 78 2
## 1052 Medical 2 Female 73 3
## 1053 Other 3 Female 74 3
## 1054 Medical 3 Female 77 3
## 1055 Medical 4 Male 87 3
## 1056 Medical 1 Male 91 3
## 1057 Technical Degree 3 Male 60 2
## 1058 Marketing 4 Female 80 3
## 1059 Other 3 Male 89 3
## 1060 Life Sciences 1 Male 67 2
## 1061 Life Sciences 2 Male 93 4
## 1062 Life Sciences 3 Male 42 4
## 1063 Life Sciences 3 Male 30 3
## 1064 Life Sciences 3 Male 99 3
## 1065 Life Sciences 4 Male 32 1
## 1066 Medical 2 Male 37 3
## 1067 Medical 3 Female 98 3
## 1068 Life Sciences 1 Female 41 3
## 1069 Medical 4 Male 54 3
## 1070 Marketing 4 Male 54 3
## 1071 Medical 3 Female 98 4
## 1072 Medical 2 Female 31 3
## 1073 Marketing 3 Male 43 4
## 1074 Life Sciences 3 Male 58 4
## 1075 Marketing 4 Female 89 2
## 1076 Marketing 3 Female 69 3
## 1077 Other 3 Female 58 3
## 1078 Life Sciences 2 Male 89 3
## 1079 Technical Degree 3 Male 30 3
## 1080 Life Sciences 1 Female 92 3
## 1081 Life Sciences 3 Male 52 2
## 1082 Life Sciences 3 Female 62 1
## 1083 Marketing 4 Male 33 3
## 1084 Marketing 2 Male 85 3
## 1085 Life Sciences 4 Male 44 2
## 1086 Life Sciences 4 Male 48 2
## 1087 Technical Degree 1 Male 51 3
## 1088 Medical 4 Male 92 3
## 1089 Technical Degree 3 Male 86 3
## 1090 Marketing 4 Female 98 2
## 1091 Marketing 4 Female 39 2
## 1092 Marketing 4 Male 88 1
## 1093 Other 2 Male 47 3
## 1094 Technical Degree 2 Female 84 2
## 1095 Life Sciences 2 Male 85 4
## 1096 Life Sciences 2 Female 65 3
## 1097 Medical 3 Female 83 2
## 1098 Human Resources 3 Female 66 2
## 1099 Medical 3 Female 75 3
## 1100 Medical 4 Male 58 3
## 1101 Medical 4 Female 46 3
## 1102 Marketing 4 Female 46 3
## 1103 Life Sciences 4 Male 39 2
## 1104 Marketing 1 Female 78 2
## 1105 Other 2 Male 65 3
## 1106 Life Sciences 4 Female 61 3
## 1107 Life Sciences 1 Male 42 3
## 1108 Life Sciences 1 Female 50 2
## 1109 Life Sciences 4 Female 90 3
## 1110 Medical 2 Male 71 3
## 1111 Life Sciences 3 Female 52 3
## 1112 Technical Degree 2 Male 66 3
## 1113 Medical 2 Male 56 3
## 1114 Technical Degree 2 Male 50 3
## 1115 Medical 1 Male 84 3
## 1116 Life Sciences 4 Female 77 2
## 1117 Life Sciences 3 Male 49 3
## 1118 Life Sciences 3 Female 55 1
## 1119 Technical Degree 3 Female 37 2
## 1120 Technical Degree 3 Female 31 3
## 1121 Marketing 4 Male 39 2
## 1122 Medical 1 Male 35 4
## 1123 Life Sciences 4 Male 48 1
## 1124 Medical 1 Male 65 2
## 1125 Technical Degree 3 Female 89 4
## 1126 Technical Degree 3 Female 100 1
## 1127 Life Sciences 1 Female 55 3
## 1128 Life Sciences 4 Female 82 3
## 1129 Life Sciences 4 Male 88 3
## 1130 Life Sciences 2 Male 94 1
## 1131 Medical 2 Male 73 3
## 1132 Medical 3 Female 94 2
## 1133 Life Sciences 3 Female 81 3
## 1134 Medical 4 Female 42 2
## 1135 Medical 1 Female 41 3
## 1136 Medical 1 Male 59 2
## 1137 Medical 3 Female 98 3
## 1138 Marketing 3 Female 66 3
## 1139 Life Sciences 1 Male 76 3
## 1140 Life Sciences 3 Male 65 2
## 1141 Medical 2 Male 64 2
## 1142 Marketing 3 Male 48 3
## 1143 Life Sciences 3 Male 78 2
## 1144 Medical 1 Male 98 3
## 1145 Human Resources 1 Male 37 3
## 1146 Life Sciences 4 Female 50 3
## 1147 Medical 2 Male 82 4
## 1148 Medical 1 Female 62 4
## 1149 Life Sciences 1 Female 97 3
## 1150 Life Sciences 3 Male 99 2
## 1151 Life Sciences 4 Male 57 4
## 1152 Life Sciences 4 Male 43 1
## 1153 Life Sciences 4 Female 31 3
## 1154 Life Sciences 3 Female 79 3
## 1155 Medical 3 Female 96 3
## 1156 Medical 4 Female 98 3
## 1157 Medical 2 Female 48 2
## 1158 Other 4 Female 73 3
## 1159 Life Sciences 4 Male 55 2
## 1160 Medical 2 Male 84 3
## 1161 Life Sciences 3 Male 96 3
## 1162 Life Sciences 3 Female 81 3
## 1163 Medical 4 Male 40 3
## 1164 Technical Degree 2 Female 59 3
## 1165 Medical 3 Female 88 2
## 1166 Other 3 Female 77 2
## 1167 Technical Degree 1 Male 61 3
## 1168 Technical Degree 2 Female 83 3
## 1169 Medical 1 Female 66 2
## 1170 Life Sciences 2 Male 65 4
## JobLevel JobRole JobSatisfaction MaritalStatus
## 1 2 Sales Executive 4 Divorced
## 2 5 Research Director 3 Single
## 3 3 Manufacturing Director 4 Single
## 4 3 Sales Executive 4 Married
## 5 1 Research Scientist 4 Single
## 6 3 Manufacturing Director 1 Divorced
## 7 1 Research Scientist 3 Married
## 8 2 Sales Executive 4 Divorced
## 9 1 Sales Representative 3 Married
## 10 2 Healthcare Representative 3 Married
## 11 5 Manager 3 Married
## 12 1 Human Resources 4 Divorced
## 13 3 Manufacturing Director 3 Single
## 14 1 Sales Representative 2 Married
## 15 1 Human Resources 1 Single
## 16 2 Sales Executive 3 Married
## 17 2 Manufacturing Director 1 Married
## 18 2 Manufacturing Director 3 Married
## 19 1 Research Scientist 4 Married
## 20 2 Healthcare Representative 1 Married
## 21 2 Manufacturing Director 2 Divorced
## 22 2 Sales Executive 2 Married
## 23 2 Laboratory Technician 3 Divorced
## 24 2 Sales Executive 1 Single
## 25 2 Healthcare Representative 4 Single
## 26 5 Manager 2 Married
## 27 2 Sales Executive 2 Married
## 28 2 Sales Executive 1 Single
## 29 3 Sales Executive 1 Single
## 30 1 Research Scientist 4 Married
## 31 2 Sales Executive 4 Divorced
## 32 1 Laboratory Technician 2 Married
## 33 4 Manager 2 Married
## 34 1 Laboratory Technician 3 Married
## 35 2 Manufacturing Director 4 Single
## 36 1 Laboratory Technician 2 Married
## 37 3 Sales Executive 1 Married
## 38 2 Sales Executive 1 Divorced
## 39 5 Manager 2 Single
## 40 1 Sales Representative 4 Married
## 41 4 Manager 2 Divorced
## 42 2 Sales Representative 3 Single
## 43 1 Laboratory Technician 1 Divorced
## 44 5 Manager 4 Single
## 45 1 Research Scientist 3 Married
## 46 1 Laboratory Technician 4 Single
## 47 2 Sales Executive 2 Single
## 48 3 Sales Executive 3 Divorced
## 49 1 Sales Representative 2 Single
## 50 1 Research Scientist 2 Divorced
## 51 1 Research Scientist 1 Single
## 52 5 Research Director 1 Married
## 53 1 Research Scientist 4 Married
## 54 2 Laboratory Technician 2 Married
## 55 2 Manufacturing Director 4 Single
## 56 1 Laboratory Technician 1 Divorced
## 57 1 Research Scientist 3 Divorced
## 58 1 Laboratory Technician 1 Single
## 59 3 Research Director 4 Divorced
## 60 1 Sales Representative 4 Single
## 61 3 Sales Executive 4 Married
## 62 3 Healthcare Representative 3 Married
## 63 1 Sales Representative 3 Married
## 64 1 Research Scientist 3 Single
## 65 1 Laboratory Technician 2 Married
## 66 1 Research Scientist 2 Divorced
## 67 2 Research Scientist 4 Single
## 68 1 Laboratory Technician 4 Single
## 69 1 Research Scientist 1 Married
## 70 1 Research Scientist 4 Single
## 71 1 Research Scientist 4 Married
## 72 2 Sales Executive 1 Single
## 73 2 Manufacturing Director 3 Married
## 74 1 Laboratory Technician 4 Married
## 75 3 Sales Executive 2 Single
## 76 2 Laboratory Technician 4 Single
## 77 3 Sales Executive 3 Married
## 78 4 Manager 1 Single
## 79 3 Sales Executive 4 Single
## 80 1 Laboratory Technician 4 Divorced
## 81 2 Healthcare Representative 2 Married
## 82 2 Manufacturing Director 3 Married
## 83 2 Manufacturing Director 3 Married
## 84 2 Research Scientist 1 Divorced
## 85 2 Manufacturing Director 2 Single
## 86 4 Manufacturing Director 4 Single
## 87 2 Sales Executive 1 Single
## 88 1 Laboratory Technician 2 Divorced
## 89 3 Sales Executive 3 Single
## 90 5 Manager 1 Single
## 91 1 Laboratory Technician 4 Married
## 92 3 Sales Executive 1 Married
## 93 1 Laboratory Technician 3 Single
## 94 2 Healthcare Representative 3 Single
## 95 5 Manager 2 Single
## 96 2 Sales Executive 3 Married
## 97 4 Manager 2 Married
## 98 2 Healthcare Representative 4 Divorced
## 99 1 Laboratory Technician 2 Married
## 100 1 Laboratory Technician 2 Married
## 101 1 Laboratory Technician 1 Married
## 102 3 Sales Executive 4 Divorced
## 103 2 Sales Executive 3 Married
## 104 1 Research Scientist 1 Married
## 105 4 Research Director 2 Single
## 106 1 Laboratory Technician 4 Married
## 107 2 Manufacturing Director 3 Married
## 108 5 Manager 2 Married
## 109 2 Healthcare Representative 2 Married
## 110 1 Research Scientist 1 Single
## 111 1 Research Scientist 3 Divorced
## 112 4 Manager 4 Married
## 113 3 Healthcare Representative 2 Single
## 114 2 Healthcare Representative 1 Divorced
## 115 2 Sales Executive 1 Married
## 116 3 Sales Executive 2 Single
## 117 2 Sales Executive 4 Single
## 118 2 Laboratory Technician 2 Married
## 119 1 Research Scientist 3 Divorced
## 120 2 Healthcare Representative 4 Single
## 121 3 Research Director 1 Married
## 122 1 Sales Representative 1 Single
## 123 3 Sales Executive 1 Divorced
## 124 2 Sales Executive 4 Single
## 125 2 Sales Executive 4 Single
## 126 2 Sales Executive 4 Married
## 127 1 Research Scientist 1 Single
## 128 2 Manufacturing Director 4 Married
## 129 2 Research Scientist 3 Single
## 130 4 Sales Executive 1 Divorced
## 131 2 Sales Executive 2 Divorced
## 132 2 Sales Executive 4 Single
## 133 2 Healthcare Representative 4 Married
## 134 2 Manufacturing Director 2 Married
## 135 2 Laboratory Technician 3 Divorced
## 136 2 Healthcare Representative 2 Married
## 137 1 Laboratory Technician 1 Married
## 138 3 Manufacturing Director 3 Married
## 139 1 Laboratory Technician 1 Married
## 140 3 Sales Executive 4 Single
## 141 4 Manufacturing Director 2 Married
## 142 1 Research Scientist 3 Divorced
## 143 3 Manufacturing Director 3 Divorced
## 144 2 Sales Executive 4 Married
## 145 2 Healthcare Representative 3 Divorced
## 146 2 Sales Executive 3 Married
## 147 1 Research Scientist 2 Married
## 148 2 Sales Executive 1 Married
## 149 1 Laboratory Technician 2 Single
## 150 2 Manufacturing Director 1 Divorced
## 151 2 Sales Executive 1 Divorced
## 152 2 Sales Executive 4 Single
## 153 2 Sales Executive 3 Married
## 154 2 Healthcare Representative 2 Single
## 155 1 Laboratory Technician 2 Divorced
## 156 2 Sales Executive 3 Married
## 157 2 Sales Executive 2 Married
## 158 4 Healthcare Representative 4 Divorced
## 159 3 Manufacturing Director 1 Married
## 160 3 Research Director 1 Married
## 161 2 Laboratory Technician 4 Married
## 162 3 Healthcare Representative 1 Single
## 163 2 Sales Executive 3 Divorced
## 164 2 Research Scientist 1 Single
## 165 3 Sales Executive 2 Married
## 166 1 Sales Representative 3 Single
## 167 4 Research Director 2 Married
## 168 4 Research Director 3 Divorced
## 169 2 Research Scientist 1 Divorced
## 170 1 Research Scientist 4 Divorced
## 171 2 Sales Executive 4 Divorced
## 172 2 Research Scientist 2 Married
## 173 3 Healthcare Representative 3 Married
## 174 3 Sales Executive 3 Divorced
## 175 4 Manager 3 Divorced
## 176 1 Research Scientist 2 Single
## 177 5 Manager 1 Married
## 178 1 Research Scientist 1 Married
## 179 3 Sales Executive 4 Single
## 180 2 Sales Executive 4 Single
## 181 3 Manufacturing Director 2 Divorced
## 182 2 Sales Executive 1 Divorced
## 183 1 Research Scientist 3 Single
## 184 3 Manufacturing Director 2 Single
## 185 1 Laboratory Technician 3 Married
## 186 1 Research Scientist 4 Married
## 187 2 Manufacturing Director 3 Divorced
## 188 4 Manager 2 Divorced
## 189 5 Research Director 2 Divorced
## 190 2 Sales Executive 3 Married
## 191 2 Research Scientist 4 Married
## 192 3 Sales Executive 1 Married
## 193 2 Manufacturing Director 3 Divorced
## 194 2 Sales Executive 4 Married
## 195 1 Research Scientist 4 Single
## 196 1 Research Scientist 4 Married
## 197 1 Laboratory Technician 4 Married
## 198 4 Sales Executive 2 Married
## 199 3 Healthcare Representative 4 Married
## 200 1 Laboratory Technician 2 Married
## 201 4 Sales Executive 2 Single
## 202 2 Research Scientist 2 Married
## 203 2 Manufacturing Director 3 Married
## 204 1 Research Scientist 2 Single
## 205 1 Sales Representative 2 Married
## 206 1 Research Scientist 1 Married
## 207 2 Sales Executive 3 Single
## 208 2 Healthcare Representative 1 Married
## 209 1 Research Scientist 1 Divorced
## 210 3 Sales Executive 3 Divorced
## 211 4 Manufacturing Director 2 Married
## 212 5 Manager 3 Married
## 213 1 Research Scientist 4 Single
## 214 2 Manufacturing Director 4 Married
## 215 1 Research Scientist 4 Single
## 216 1 Research Scientist 3 Divorced
## 217 2 Healthcare Representative 3 Married
## 218 4 Manager 4 Divorced
## 219 1 Research Scientist 3 Single
## 220 1 Research Scientist 4 Single
## 221 2 Sales Executive 4 Single
## 222 2 Sales Executive 1 Married
## 223 2 Sales Executive 4 Divorced
## 224 1 Research Scientist 3 Divorced
## 225 1 Research Scientist 4 Divorced
## 226 1 Laboratory Technician 2 Married
## 227 1 Laboratory Technician 4 Divorced
## 228 1 Research Scientist 2 Divorced
## 229 2 Sales Executive 3 Married
## 230 4 Healthcare Representative 3 Married
## 231 2 Manufacturing Director 4 Divorced
## 232 1 Sales Representative 4 Married
## 233 4 Sales Executive 3 Married
## 234 2 Sales Executive 1 Married
## 235 4 Manager 4 Married
## 236 3 Sales Executive 3 Married
## 237 5 Manager 3 Married
## 238 2 Research Scientist 4 Married
## 239 1 Human Resources 2 Married
## 240 3 Research Director 1 Divorced
## 241 3 Manufacturing Director 1 Married
## 242 5 Manager 2 Single
## 243 1 Research Scientist 2 Married
## 244 1 Sales Representative 1 Married
## 245 2 Manufacturing Director 4 Married
## 246 1 Laboratory Technician 4 Divorced
## 247 3 Manufacturing Director 4 Single
## 248 1 Sales Representative 2 Married
## 249 2 Research Scientist 4 Divorced
## 250 4 Manager 1 Married
## 251 1 Laboratory Technician 3 Divorced
## 252 2 Sales Executive 4 Divorced
## 253 1 Research Scientist 3 Single
## 254 1 Human Resources 1 Married
## 255 3 Research Director 2 Divorced
## 256 1 Research Scientist 3 Single
## 257 1 Sales Representative 2 Divorced
## 258 2 Sales Executive 1 Divorced
## 259 3 Sales Executive 4 Married
## 260 1 Laboratory Technician 3 Divorced
## 261 1 Sales Representative 4 Single
## 262 1 Research Scientist 1 Single
## 263 1 Laboratory Technician 4 Married
## 264 1 Sales Representative 4 Married
## 265 1 Laboratory Technician 3 Married
## 266 1 Laboratory Technician 2 Married
## 267 4 Research Director 1 Divorced
## 268 1 Laboratory Technician 2 Single
## 269 2 Healthcare Representative 3 Divorced
## 270 2 Manufacturing Director 1 Married
## 271 2 Sales Executive 3 Married
## 272 2 Research Scientist 2 Divorced
## 273 2 Sales Representative 3 Married
## 274 2 Sales Executive 1 Married
## 275 5 Research Director 2 Single
## 276 5 Manager 1 Divorced
## 277 1 Research Scientist 2 Married
## 278 1 Laboratory Technician 4 Single
## 279 2 Sales Executive 3 Single
## 280 2 Healthcare Representative 3 Married
## 281 2 Sales Executive 4 Married
## 282 1 Laboratory Technician 1 Single
## 283 2 Healthcare Representative 4 Divorced
## 284 2 Sales Executive 4 Divorced
## 285 1 Human Resources 3 Married
## 286 2 Laboratory Technician 3 Married
## 287 1 Research Scientist 2 Single
## 288 1 Laboratory Technician 4 Divorced
## 289 3 Sales Executive 4 Married
## 290 1 Sales Representative 4 Married
## 291 1 Laboratory Technician 4 Divorced
## 292 2 Laboratory Technician 2 Married
## 293 1 Research Scientist 2 Single
## 294 3 Research Director 2 Married
## 295 4 Manager 4 Single
## 296 1 Laboratory Technician 3 Married
## 297 2 Manufacturing Director 3 Married
## 298 2 Laboratory Technician 3 Single
## 299 1 Research Scientist 1 Single
## 300 1 Research Scientist 4 Married
## 301 2 Sales Executive 2 Married
## 302 3 Sales Executive 1 Married
## 303 1 Research Scientist 2 Divorced
## 304 2 Research Scientist 3 Single
## 305 1 Research Scientist 3 Single
## 306 1 Laboratory Technician 4 Married
## 307 1 Laboratory Technician 4 Married
## 308 1 Research Scientist 4 Married
## 309 2 Healthcare Representative 2 Married
## 310 2 Sales Executive 2 Married
## 311 2 Research Scientist 4 Married
## 312 4 Manufacturing Director 3 Single
## 313 1 Research Scientist 3 Single
## 314 2 Manufacturing Director 3 Married
## 315 2 Sales Executive 1 Single
## 316 2 Sales Executive 4 Single
## 317 1 Sales Representative 3 Married
## 318 2 Healthcare Representative 3 Single
## 319 2 Sales Executive 4 Married
## 320 1 Research Scientist 4 Single
## 321 1 Laboratory Technician 2 Married
## 322 1 Research Scientist 4 Married
## 323 1 Research Scientist 4 Divorced
## 324 2 Research Scientist 1 Divorced
## 325 4 Manufacturing Director 4 Married
## 326 1 Research Scientist 3 Single
## 327 5 Research Director 4 Divorced
## 328 2 Research Scientist 1 Divorced
## 329 2 Research Scientist 2 Divorced
## 330 4 Manager 1 Married
## 331 4 Manager 3 Single
## 332 3 Sales Executive 4 Married
## 333 1 Research Scientist 2 Divorced
## 334 3 Manufacturing Director 1 Married
## 335 5 Manager 4 Married
## 336 2 Research Scientist 3 Single
## 337 2 Sales Executive 4 Divorced
## 338 2 Healthcare Representative 4 Single
## 339 2 Sales Executive 3 Single
## 340 1 Laboratory Technician 1 Divorced
## 341 1 Research Scientist 1 Married
## 342 1 Laboratory Technician 4 Married
## 343 3 Healthcare Representative 4 Divorced
## 344 1 Research Scientist 3 Divorced
## 345 2 Sales Executive 1 Divorced
## 346 4 Sales Executive 1 Single
## 347 2 Manufacturing Director 3 Single
## 348 2 Manufacturing Director 2 Divorced
## 349 1 Research Scientist 3 Single
## 350 4 Healthcare Representative 4 Married
## 351 3 Research Director 1 Married
## 352 2 Sales Executive 4 Married
## 353 2 Research Scientist 4 Married
## 354 2 Healthcare Representative 4 Divorced
## 355 3 Sales Executive 3 Divorced
## 356 2 Sales Executive 1 Single
## 357 1 Research Scientist 2 Married
## 358 1 Research Scientist 2 Married
## 359 2 Manufacturing Director 4 Married
## 360 1 Laboratory Technician 4 Married
## 361 5 Manager 3 Married
## 362 1 Sales Representative 1 Single
## 363 5 Manager 4 Married
## 364 5 Research Director 3 Divorced
## 365 5 Manager 3 Married
## 366 4 Sales Executive 1 Married
## 367 2 Laboratory Technician 2 Divorced
## 368 2 Sales Executive 1 Married
## 369 1 Research Scientist 3 Married
## 370 2 Research Scientist 4 Single
## 371 2 Manufacturing Director 1 Married
## 372 3 Sales Executive 1 Married
## 373 3 Laboratory Technician 1 Divorced
## 374 1 Research Scientist 2 Married
## 375 1 Sales Representative 1 Single
## 376 4 Research Director 4 Single
## 377 1 Laboratory Technician 1 Single
## 378 2 Sales Executive 4 Divorced
## 379 1 Research Scientist 4 Married
## 380 1 Research Scientist 3 Married
## 381 5 Research Director 3 Married
## 382 1 Human Resources 3 Married
## 383 2 Sales Executive 1 Divorced
## 384 1 Sales Representative 1 Divorced
## 385 1 Research Scientist 3 Married
## 386 3 Research Director 1 Married
## 387 3 Sales Executive 3 Single
## 388 2 Manufacturing Director 4 Divorced
## 389 2 Sales Representative 4 Single
## 390 1 Sales Representative 2 Single
## 391 2 Sales Executive 1 Married
## 392 2 Sales Executive 4 Married
## 393 1 Research Scientist 1 Divorced
## 394 3 Sales Executive 1 Married
## 395 1 Research Scientist 4 Single
## 396 1 Research Scientist 4 Divorced
## 397 4 Research Director 3 Married
## 398 1 Human Resources 3 Married
## 399 2 Healthcare Representative 3 Divorced
## 400 3 Manufacturing Director 3 Single
## 401 2 Manufacturing Director 4 Single
## 402 2 Manufacturing Director 3 Divorced
## 403 1 Laboratory Technician 3 Single
## 404 3 Healthcare Representative 1 Married
## 405 1 Research Scientist 1 Single
## 406 4 Research Director 4 Divorced
## 407 2 Sales Executive 4 Married
## 408 1 Laboratory Technician 3 Divorced
## 409 4 Manager 4 Married
## 410 4 Research Director 1 Married
## 411 1 Human Resources 1 Married
## 412 3 Sales Executive 3 Single
## 413 1 Research Scientist 2 Married
## 414 2 Sales Executive 4 Single
## 415 1 Sales Representative 3 Divorced
## 416 2 Manufacturing Director 4 Divorced
## 417 1 Laboratory Technician 4 Single
## 418 1 Laboratory Technician 4 Married
## 419 2 Manufacturing Director 4 Married
## 420 3 Research Director 3 Married
## 421 2 Manufacturing Director 2 Married
## 422 2 Research Scientist 3 Married
## 423 2 Sales Executive 3 Married
## 424 1 Laboratory Technician 4 Single
## 425 2 Sales Executive 1 Married
## 426 3 Sales Executive 4 Divorced
## 427 1 Research Scientist 3 Divorced
## 428 1 Research Scientist 3 Single
## 429 1 Laboratory Technician 3 Single
## 430 2 Manufacturing Director 1 Married
## 431 2 Sales Executive 3 Single
## 432 1 Research Scientist 3 Divorced
## 433 2 Laboratory Technician 1 Single
## 434 1 Research Scientist 1 Divorced
## 435 3 Sales Executive 2 Divorced
## 436 2 Sales Executive 2 Married
## 437 1 Research Scientist 3 Single
## 438 1 Laboratory Technician 1 Single
## 439 1 Sales Representative 3 Married
## 440 2 Healthcare Representative 4 Single
## 441 2 Research Scientist 3 Single
## 442 1 Laboratory Technician 3 Married
## 443 1 Laboratory Technician 3 Single
## 444 1 Human Resources 4 Divorced
## 445 5 Research Director 4 Divorced
## 446 1 Research Scientist 4 Married
## 447 2 Research Scientist 4 Married
## 448 2 Healthcare Representative 1 Married
## 449 2 Laboratory Technician 4 Single
## 450 2 Sales Executive 1 Married
## 451 2 Healthcare Representative 4 Married
## 452 1 Research Scientist 2 Single
## 453 2 Sales Executive 4 Single
## 454 2 Sales Executive 3 Single
## 455 4 Manager 1 Married
## 456 5 Manager 2 Single
## 457 2 Sales Executive 4 Married
## 458 2 Sales Executive 4 Single
## 459 1 Research Scientist 1 Married
## 460 2 Laboratory Technician 4 Single
## 461 1 Laboratory Technician 3 Married
## 462 1 Laboratory Technician 2 Single
## 463 3 Sales Executive 4 Single
## 464 2 Manufacturing Director 4 Single
## 465 1 Research Scientist 3 Married
## 466 1 Research Scientist 4 Single
## 467 1 Sales Representative 4 Single
## 468 1 Laboratory Technician 4 Married
## 469 2 Sales Executive 1 Single
## 470 2 Manufacturing Director 1 Divorced
## 471 1 Research Scientist 2 Married
## 472 1 Research Scientist 4 Single
## 473 3 Research Director 1 Married
## 474 1 Research Scientist 4 Single
## 475 1 Laboratory Technician 3 Divorced
## 476 2 Sales Executive 4 Single
## 477 2 Sales Executive 3 Divorced
## 478 2 Sales Executive 3 Divorced
## 479 1 Laboratory Technician 1 Married
## 480 3 Research Director 4 Married
## 481 2 Healthcare Representative 1 Married
## 482 1 Research Scientist 4 Married
## 483 2 Research Scientist 4 Married
## 484 1 Research Scientist 1 Divorced
## 485 3 Healthcare Representative 4 Married
## 486 2 Sales Executive 4 Single
## 487 1 Sales Representative 4 Single
## 488 1 Research Scientist 3 Divorced
## 489 3 Laboratory Technician 3 Single
## 490 2 Healthcare Representative 3 Single
## 491 5 Research Director 1 Single
## 492 4 Research Director 1 Married
## 493 2 Sales Executive 3 Single
## 494 3 Healthcare Representative 2 Single
## 495 2 Sales Executive 3 Married
## 496 4 Manager 3 Married
## 497 1 Research Scientist 4 Married
## 498 1 Research Scientist 4 Married
## 499 2 Healthcare Representative 3 Married
## 500 2 Sales Executive 3 Married
## 501 3 Manufacturing Director 1 Married
## 502 1 Laboratory Technician 3 Single
## 503 1 Sales Representative 3 Married
## 504 3 Manufacturing Director 1 Divorced
## 505 4 Research Director 3 Married
## 506 2 Research Scientist 2 Married
## 507 1 Sales Representative 3 Single
## 508 3 Sales Executive 2 Married
## 509 1 Sales Representative 4 Divorced
## 510 5 Research Director 3 Married
## 511 2 Sales Executive 4 Married
## 512 3 Healthcare Representative 3 Married
## 513 1 Research Scientist 3 Married
## 514 3 Research Director 4 Single
## 515 1 Sales Representative 4 Single
## 516 2 Manufacturing Director 2 Divorced
## 517 1 Sales Representative 2 Married
## 518 1 Laboratory Technician 2 Divorced
## 519 2 Laboratory Technician 4 Married
## 520 1 Laboratory Technician 4 Single
## 521 1 Research Scientist 4 Single
## 522 1 Laboratory Technician 2 Married
## 523 3 Research Scientist 1 Divorced
## 524 5 Research Director 3 Divorced
## 525 1 Research Scientist 4 Married
## 526 3 Sales Executive 2 Married
## 527 2 Sales Executive 1 Divorced
## 528 2 Healthcare Representative 1 Married
## 529 1 Research Scientist 3 Single
## 530 1 Research Scientist 2 Married
## 531 3 Healthcare Representative 3 Married
## 532 2 Sales Executive 3 Single
## 533 1 Research Scientist 3 Married
## 534 2 Healthcare Representative 4 Divorced
## 535 1 Laboratory Technician 1 Married
## 536 1 Research Scientist 4 Divorced
## 537 3 Sales Executive 2 Single
## 538 1 Human Resources 3 Divorced
## 539 1 Sales Representative 2 Single
## 540 2 Sales Executive 1 Single
## 541 2 Laboratory Technician 3 Divorced
## 542 1 Research Scientist 1 Married
## 543 1 Research Scientist 3 Divorced
## 544 2 Manufacturing Director 3 Married
## 545 1 Research Scientist 1 Single
## 546 1 Research Scientist 4 Married
## 547 3 Laboratory Technician 2 Married
## 548 2 Laboratory Technician 3 Single
## 549 3 Research Director 2 Married
## 550 1 Human Resources 2 Single
## 551 5 Manager 3 Married
## 552 1 Human Resources 4 Divorced
## 553 2 Human Resources 4 Single
## 554 1 Research Scientist 3 Married
## 555 2 Healthcare Representative 4 Married
## 556 2 Sales Executive 3 Married
## 557 2 Laboratory Technician 3 Single
## 558 1 Research Scientist 4 Married
## 559 2 Manufacturing Director 2 Married
## 560 2 Sales Executive 3 Married
## 561 1 Laboratory Technician 2 Single
## 562 4 Research Director 3 Married
## 563 1 Laboratory Technician 2 Married
## 564 3 Research Director 3 Married
## 565 1 Laboratory Technician 3 Married
## 566 1 Research Scientist 4 Single
## 567 2 Laboratory Technician 1 Single
## 568 2 Sales Executive 1 Married
## 569 2 Sales Executive 3 Single
## 570 4 Manufacturing Director 3 Married
## 571 2 Sales Executive 2 Married
## 572 1 Research Scientist 4 Single
## 573 2 Sales Executive 4 Married
## 574 2 Sales Executive 3 Married
## 575 2 Sales Executive 2 Married
## 576 2 Manufacturing Director 3 Divorced
## 577 1 Sales Representative 1 Single
## 578 1 Laboratory Technician 3 Single
## 579 2 Manufacturing Director 3 Single
## 580 2 Healthcare Representative 4 Divorced
## 581 1 Laboratory Technician 4 Married
## 582 4 Research Director 4 Single
## 583 2 Healthcare Representative 4 Married
## 584 2 Sales Executive 2 Married
## 585 2 Healthcare Representative 4 Married
## 586 2 Laboratory Technician 4 Married
## 587 2 Research Scientist 4 Divorced
## 588 1 Sales Representative 1 Single
## 589 1 Laboratory Technician 3 Single
## 590 1 Laboratory Technician 1 Married
## 591 1 Research Scientist 3 Married
## 592 2 Sales Executive 2 Single
## 593 1 Sales Representative 3 Married
## 594 1 Laboratory Technician 1 Married
## 595 3 Manufacturing Director 3 Married
## 596 2 Sales Executive 1 Divorced
## 597 3 Manufacturing Director 2 Married
## 598 2 Laboratory Technician 3 Married
## 599 2 Manufacturing Director 2 Married
## 600 1 Research Scientist 4 Married
## 601 1 Sales Representative 2 Married
## 602 2 Research Scientist 1 Married
## 603 3 Research Director 1 Married
## 604 1 Laboratory Technician 4 Married
## 605 1 Sales Representative 2 Single
## 606 4 Research Director 3 Married
## 607 2 Sales Executive 3 Single
## 608 2 Sales Executive 1 Divorced
## 609 1 Laboratory Technician 1 Single
## 610 1 Sales Representative 4 Single
## 611 2 Laboratory Technician 4 Married
## 612 2 Healthcare Representative 3 Single
## 613 1 Laboratory Technician 1 Married
## 614 1 Sales Representative 2 Single
## 615 3 Sales Executive 3 Divorced
## 616 2 Laboratory Technician 4 Married
## 617 1 Laboratory Technician 2 Married
## 618 2 Sales Executive 1 Divorced
## 619 3 Healthcare Representative 1 Married
## 620 1 Laboratory Technician 3 Married
## 621 1 Laboratory Technician 4 Single
## 622 2 Manufacturing Director 3 Divorced
## 623 1 Research Scientist 4 Single
## 624 3 Human Resources 4 Single
## 625 1 Laboratory Technician 1 Single
## 626 1 Research Scientist 3 Divorced
## 627 2 Sales Executive 3 Married
## 628 3 Research Director 4 Divorced
## 629 3 Manufacturing Director 2 Married
## 630 3 Healthcare Representative 2 Single
## 631 1 Research Scientist 4 Married
## 632 3 Sales Executive 4 Single
## 633 2 Sales Executive 4 Single
## 634 1 Laboratory Technician 4 Divorced
## 635 3 Healthcare Representative 1 Married
## 636 1 Laboratory Technician 4 Married
## 637 4 Manager 1 Married
## 638 3 Sales Executive 3 Divorced
## 639 1 Research Scientist 4 Married
## 640 1 Sales Representative 1 Divorced
## 641 1 Laboratory Technician 3 Divorced
## 642 2 Healthcare Representative 1 Divorced
## 643 4 Manager 1 Single
## 644 1 Research Scientist 1 Married
## 645 1 Research Scientist 1 Divorced
## 646 3 Sales Executive 4 Married
## 647 1 Laboratory Technician 3 Single
## 648 1 Laboratory Technician 3 Married
## 649 2 Sales Executive 1 Single
## 650 1 Laboratory Technician 1 Single
## 651 1 Laboratory Technician 1 Single
## 652 2 Sales Executive 4 Divorced
## 653 3 Research Director 3 Single
## 654 3 Manager 3 Married
## 655 1 Laboratory Technician 3 Single
## 656 2 Healthcare Representative 1 Married
## 657 3 Research Director 2 Married
## 658 4 Manager 4 Divorced
## 659 2 Manufacturing Director 2 Single
## 660 2 Manufacturing Director 2 Single
## 661 2 Laboratory Technician 4 Married
## 662 1 Research Scientist 3 Divorced
## 663 3 Sales Executive 4 Divorced
## 664 1 Laboratory Technician 4 Divorced
## 665 2 Sales Executive 3 Single
## 666 2 Healthcare Representative 3 Single
## 667 3 Sales Executive 4 Married
## 668 1 Laboratory Technician 4 Divorced
## 669 2 Laboratory Technician 3 Married
## 670 4 Research Director 4 Married
## 671 3 Research Director 3 Single
## 672 2 Sales Executive 4 Divorced
## 673 2 Sales Executive 1 Single
## 674 1 Research Scientist 2 Divorced
## 675 1 Research Scientist 3 Married
## 676 5 Manager 2 Married
## 677 2 Manufacturing Director 2 Married
## 678 2 Laboratory Technician 3 Married
## 679 2 Manufacturing Director 2 Divorced
## 680 1 Sales Representative 3 Married
## 681 2 Sales Executive 1 Married
## 682 1 Laboratory Technician 4 Married
## 683 2 Healthcare Representative 3 Married
## 684 3 Healthcare Representative 4 Divorced
## 685 1 Research Scientist 4 Married
## 686 3 Manufacturing Director 2 Divorced
## 687 3 Healthcare Representative 4 Single
## 688 1 Research Scientist 2 Married
## 689 1 Laboratory Technician 4 Single
## 690 1 Human Resources 2 Divorced
## 691 2 Human Resources 3 Married
## 692 3 Manager 2 Married
## 693 2 Healthcare Representative 4 Single
## 694 1 Research Scientist 4 Single
## 695 2 Sales Executive 4 Divorced
## 696 1 Sales Representative 4 Single
## 697 4 Manager 4 Married
## 698 2 Laboratory Technician 2 Single
## 699 1 Sales Representative 4 Single
## 700 5 Research Director 2 Married
## 701 1 Human Resources 2 Married
## 702 2 Sales Executive 3 Married
## 703 3 Sales Executive 4 Married
## 704 1 Human Resources 2 Married
## 705 1 Human Resources 3 Married
## 706 2 Sales Executive 4 Single
## 707 2 Research Scientist 4 Married
## 708 1 Human Resources 2 Single
## 709 1 Laboratory Technician 3 Married
## 710 4 Manager 1 Divorced
## 711 3 Manager 1 Married
## 712 4 Manager 4 Divorced
## 713 1 Laboratory Technician 2 Single
## 714 3 Sales Executive 4 Married
## 715 3 Sales Executive 1 Single
## 716 1 Human Resources 3 Married
## 717 2 Sales Executive 3 Married
## 718 2 Research Scientist 3 Single
## 719 2 Sales Executive 4 Single
## 720 3 Manufacturing Director 2 Divorced
## 721 3 Manufacturing Director 3 Married
## 722 2 Manufacturing Director 3 Married
## 723 1 Research Scientist 1 Divorced
## 724 3 Manufacturing Director 4 Single
## 725 1 Laboratory Technician 3 Single
## 726 2 Manufacturing Director 3 Married
## 727 1 Sales Representative 4 Married
## 728 1 Research Scientist 3 Divorced
## 729 1 Laboratory Technician 4 Single
## 730 1 Laboratory Technician 4 Married
## 731 2 Manufacturing Director 2 Divorced
## 732 2 Sales Executive 3 Married
## 733 1 Human Resources 2 Married
## 734 2 Sales Executive 3 Married
## 735 1 Research Scientist 4 Single
## 736 2 Sales Executive 3 Single
## 737 4 Sales Executive 4 Married
## 738 2 Sales Executive 4 Single
## 739 2 Sales Executive 3 Married
## 740 2 Laboratory Technician 4 Single
## 741 2 Sales Executive 3 Married
## 742 3 Manager 4 Divorced
## 743 2 Research Scientist 4 Married
## 744 1 Laboratory Technician 2 Single
## 745 2 Sales Executive 3 Divorced
## 746 1 Laboratory Technician 1 Divorced
## 747 1 Human Resources 1 Divorced
## 748 2 Healthcare Representative 1 Single
## 749 1 Laboratory Technician 1 Divorced
## 750 1 Research Scientist 4 Single
## 751 1 Sales Representative 4 Single
## 752 1 Sales Representative 2 Single
## 753 4 Healthcare Representative 3 Married
## 754 3 Sales Executive 2 Married
## 755 3 Research Director 3 Married
## 756 1 Laboratory Technician 3 Single
## 757 2 Healthcare Representative 4 Married
## 758 2 Healthcare Representative 3 Married
## 759 1 Laboratory Technician 3 Married
## 760 5 Manager 2 Single
## 761 1 Research Scientist 1 Single
## 762 4 Manager 4 Married
## 763 2 Sales Executive 2 Single
## 764 2 Sales Executive 3 Married
## 765 1 Human Resources 4 Married
## 766 2 Laboratory Technician 1 Single
## 767 1 Research Scientist 3 Married
## 768 3 Sales Executive 1 Divorced
## 769 2 Manufacturing Director 4 Divorced
## 770 2 Sales Executive 3 Married
## 771 2 Sales Executive 4 Single
## 772 3 Sales Executive 1 Divorced
## 773 3 Healthcare Representative 3 Single
## 774 1 Research Scientist 3 Married
## 775 3 Healthcare Representative 4 Married
## 776 1 Research Scientist 3 Single
## 777 1 Human Resources 3 Divorced
## 778 1 Sales Representative 1 Divorced
## 779 1 Laboratory Technician 4 Single
## 780 1 Research Scientist 4 Married
## 781 1 Sales Representative 2 Single
## 782 2 Healthcare Representative 3 Single
## 783 1 Human Resources 2 Divorced
## 784 2 Sales Executive 3 Married
## 785 2 Sales Executive 2 Married
## 786 4 Research Director 2 Single
## 787 3 Manager 3 Married
## 788 2 Research Scientist 2 Married
## 789 5 Research Director 1 Married
## 790 1 Research Scientist 2 Single
## 791 2 Laboratory Technician 1 Married
## 792 1 Research Scientist 2 Single
## 793 3 Manufacturing Director 3 Married
## 794 3 Healthcare Representative 3 Divorced
## 795 2 Manufacturing Director 4 Divorced
## 796 1 Research Scientist 1 Single
## 797 4 Healthcare Representative 4 Married
## 798 1 Laboratory Technician 1 Married
## 799 1 Research Scientist 2 Single
## 800 2 Healthcare Representative 1 Divorced
## 801 2 Sales Executive 1 Married
## 802 2 Sales Executive 4 Single
## 803 4 Manager 1 Married
## 804 3 Sales Executive 1 Single
## 805 2 Laboratory Technician 2 Married
## 806 3 Healthcare Representative 1 Married
## 807 2 Sales Executive 3 Married
## 808 1 Research Scientist 4 Married
## 809 1 Research Scientist 4 Married
## 810 1 Research Scientist 2 Married
## 811 2 Laboratory Technician 1 Divorced
## 812 1 Laboratory Technician 4 Married
## 813 2 Sales Executive 3 Divorced
## 814 5 Manager 3 Married
## 815 1 Sales Representative 2 Married
## 816 1 Research Scientist 4 Married
## 817 2 Manufacturing Director 4 Single
## 818 3 Research Director 3 Married
## 819 1 Laboratory Technician 4 Single
## 820 2 Sales Executive 3 Single
## 821 1 Research Scientist 4 Married
## 822 2 Sales Executive 4 Divorced
## 823 2 Sales Executive 3 Married
## 824 1 Laboratory Technician 3 Married
## 825 2 Manufacturing Director 3 Married
## 826 5 Research Director 4 Divorced
## 827 3 Sales Executive 3 Married
## 828 2 Sales Executive 1 Single
## 829 1 Laboratory Technician 2 Married
## 830 5 Manager 2 Married
## 831 2 Laboratory Technician 1 Married
## 832 1 Sales Representative 3 Single
## 833 1 Laboratory Technician 1 Married
## 834 1 Research Scientist 1 Single
## 835 4 Healthcare Representative 2 Divorced
## 836 3 Sales Executive 2 Divorced
## 837 1 Research Scientist 3 Married
## 838 2 Sales Executive 4 Single
## 839 3 Manufacturing Director 2 Divorced
## 840 5 Research Director 2 Married
## 841 1 Laboratory Technician 3 Single
## 842 3 Human Resources 1 Single
## 843 4 Manufacturing Director 4 Married
## 844 3 Healthcare Representative 4 Divorced
## 845 2 Sales Executive 4 Single
## 846 2 Laboratory Technician 1 Divorced
## 847 1 Laboratory Technician 2 Single
## 848 3 Healthcare Representative 4 Divorced
## 849 2 Sales Executive 3 Married
## 850 1 Laboratory Technician 4 Married
## 851 2 Sales Executive 3 Married
## 852 1 Laboratory Technician 3 Single
## 853 2 Laboratory Technician 3 Single
## 854 2 Healthcare Representative 1 Single
## 855 2 Manufacturing Director 2 Married
## 856 1 Sales Representative 3 Married
## 857 1 Research Scientist 1 Single
## 858 3 Manufacturing Director 3 Married
## 859 1 Laboratory Technician 1 Married
## 860 3 Healthcare Representative 4 Married
## 861 1 Laboratory Technician 3 Single
## 862 3 Sales Executive 4 Single
## 863 2 Sales Executive 4 Single
## 864 4 Sales Executive 3 Divorced
## 865 3 Manufacturing Director 4 Married
## 866 3 Manufacturing Director 4 Single
## 867 2 Sales Executive 4 Married
## 868 2 Sales Executive 3 Married
## 869 1 Research Scientist 3 Married
## 870 2 Laboratory Technician 2 Single
## 871 2 Sales Executive 4 Married
## 872 1 Research Scientist 4 Single
## 873 4 Sales Executive 3 Single
## 874 1 Laboratory Technician 2 Married
## 875 1 Laboratory Technician 1 Divorced
## 876 2 Sales Representative 4 Married
## 877 2 Sales Executive 2 Married
## 878 1 Laboratory Technician 3 Single
## 879 1 Research Scientist 3 Divorced
## 880 4 Manufacturing Director 2 Single
## 881 3 Sales Executive 4 Divorced
## 882 1 Laboratory Technician 2 Married
## 883 2 Sales Executive 3 Married
## 884 2 Sales Executive 4 Married
## 885 2 Sales Executive 2 Married
## 886 2 Manufacturing Director 3 Married
## 887 2 Healthcare Representative 3 Divorced
## 888 2 Manufacturing Director 1 Divorced
## 889 2 Laboratory Technician 4 Divorced
## 890 1 Human Resources 3 Single
## 891 2 Research Scientist 4 Single
## 892 3 Sales Executive 2 Married
## 893 3 Sales Executive 4 Single
## 894 2 Sales Executive 4 Divorced
## 895 3 Healthcare Representative 2 Divorced
## 896 3 Manufacturing Director 4 Divorced
## 897 3 Sales Executive 1 Single
## 898 4 Manager 3 Married
## 899 2 Sales Executive 1 Single
## 900 1 Research Scientist 3 Married
## 901 1 Laboratory Technician 2 Married
## 902 2 Sales Executive 3 Married
## 903 2 Sales Executive 3 Divorced
## 904 1 Laboratory Technician 4 Married
## 905 4 Manager 4 Married
## 906 2 Sales Executive 2 Married
## 907 3 Healthcare Representative 1 Married
## 908 2 Manufacturing Director 4 Divorced
## 909 1 Laboratory Technician 3 Single
## 910 1 Research Scientist 1 Single
## 911 5 Research Director 4 Married
## 912 1 Human Resources 2 Married
## 913 1 Laboratory Technician 1 Married
## 914 3 Manager 1 Single
## 915 2 Manufacturing Director 3 Single
## 916 2 Laboratory Technician 3 Single
## 917 1 Research Scientist 1 Married
## 918 2 Sales Executive 4 Single
## 919 1 Sales Representative 2 Married
## 920 1 Laboratory Technician 1 Married
## 921 1 Sales Representative 2 Single
## 922 1 Laboratory Technician 4 Married
## 923 2 Laboratory Technician 3 Divorced
## 924 2 Human Resources 1 Married
## 925 4 Manager 3 Married
## 926 1 Laboratory Technician 3 Married
## 927 2 Sales Executive 4 Married
## 928 3 Research Director 3 Married
## 929 1 Laboratory Technician 4 Divorced
## 930 1 Laboratory Technician 4 Single
## 931 2 Sales Executive 3 Divorced
## 932 3 Research Director 4 Single
## 933 3 Sales Executive 1 Married
## 934 1 Laboratory Technician 4 Divorced
## 935 1 Laboratory Technician 1 Single
## 936 1 Laboratory Technician 1 Single
## 937 3 Healthcare Representative 1 Divorced
## 938 3 Manufacturing Director 4 Single
## 939 2 Research Scientist 4 Single
## 940 1 Sales Representative 2 Married
## 941 1 Laboratory Technician 1 Single
## 942 3 Sales Executive 3 Married
## 943 3 Sales Executive 1 Single
## 944 2 Manufacturing Director 4 Married
## 945 1 Sales Representative 3 Single
## 946 2 Healthcare Representative 4 Divorced
## 947 1 Sales Representative 2 Single
## 948 1 Research Scientist 4 Divorced
## 949 1 Human Resources 3 Divorced
## 950 2 Sales Executive 3 Single
## 951 1 Research Scientist 3 Married
## 952 2 Sales Executive 1 Married
## 953 2 Healthcare Representative 2 Single
## 954 1 Laboratory Technician 4 Single
## 955 2 Laboratory Technician 2 Single
## 956 3 Human Resources 3 Married
## 957 3 Manufacturing Director 4 Single
## 958 1 Laboratory Technician 3 Single
## 959 3 Sales Executive 3 Single
## 960 5 Research Director 2 Single
## 961 1 Research Scientist 4 Single
## 962 2 Research Scientist 4 Divorced
## 963 2 Healthcare Representative 1 Divorced
## 964 2 Human Resources 2 Married
## 965 1 Research Scientist 4 Married
## 966 5 Research Director 3 Divorced
## 967 1 Research Scientist 1 Single
## 968 3 Sales Executive 3 Married
## 969 4 Manager 1 Married
## 970 1 Laboratory Technician 2 Divorced
## 971 2 Sales Executive 4 Single
## 972 2 Healthcare Representative 4 Married
## 973 1 Laboratory Technician 3 Single
## 974 1 Research Scientist 2 Single
## 975 2 Manufacturing Director 3 Divorced
## 976 1 Research Scientist 4 Single
## 977 2 Healthcare Representative 3 Single
## 978 1 Research Scientist 1 Single
## 979 3 Manufacturing Director 3 Married
## 980 5 Manager 3 Married
## 981 1 Sales Representative 3 Married
## 982 3 Sales Executive 4 Married
## 983 1 Laboratory Technician 4 Single
## 984 1 Sales Representative 3 Single
## 985 2 Sales Executive 4 Married
## 986 1 Research Scientist 3 Single
## 987 1 Research Scientist 4 Married
## 988 2 Sales Executive 4 Married
## 989 3 Manufacturing Director 1 Single
## 990 1 Research Scientist 2 Single
## 991 2 Human Resources 4 Married
## 992 1 Research Scientist 3 Married
## 993 2 Human Resources 4 Married
## 994 2 Sales Executive 2 Married
## 995 2 Sales Executive 4 Single
## 996 2 Research Scientist 3 Single
## 997 1 Research Scientist 3 Married
## 998 4 Research Director 4 Single
## 999 3 Sales Executive 4 Divorced
## 1000 1 Laboratory Technician 4 Single
## 1001 2 Human Resources 2 Divorced
## 1002 2 Sales Representative 3 Single
## 1003 2 Research Scientist 2 Divorced
## 1004 2 Manufacturing Director 4 Divorced
## 1005 1 Research Scientist 1 Married
## 1006 2 Sales Executive 4 Married
## 1007 1 Sales Representative 3 Single
## 1008 2 Healthcare Representative 4 Divorced
## 1009 5 Manager 3 Divorced
## 1010 2 Sales Representative 3 Married
## 1011 3 Manufacturing Director 3 Divorced
## 1012 2 Research Scientist 2 Divorced
## 1013 2 Sales Executive 2 Married
## 1014 2 Laboratory Technician 1 Married
## 1015 2 Sales Executive 1 Single
## 1016 1 Laboratory Technician 2 Divorced
## 1017 1 Laboratory Technician 1 Divorced
## 1018 3 Sales Executive 2 Married
## 1019 3 Sales Executive 4 Married
## 1020 1 Research Scientist 4 Single
## 1021 2 Sales Executive 2 Married
## 1022 2 Sales Executive 4 Single
## 1023 2 Research Scientist 4 Divorced
## 1024 3 Healthcare Representative 3 Married
## 1025 4 Manager 1 Divorced
## 1026 5 Manager 4 Single
## 1027 2 Human Resources 1 Married
## 1028 2 Sales Executive 4 Single
## 1029 2 Sales Executive 3 Single
## 1030 3 Human Resources 1 Married
## 1031 2 Sales Executive 2 Married
## 1032 1 Human Resources 4 Single
## 1033 3 Research Director 4 Divorced
## 1034 1 Research Scientist 3 Married
## 1035 2 Laboratory Technician 3 Divorced
## 1036 1 Research Scientist 3 Single
## 1037 2 Sales Executive 4 Single
## 1038 3 Human Resources 2 Married
## 1039 3 Research Director 3 Single
## 1040 2 Healthcare Representative 3 Married
## 1041 1 Laboratory Technician 2 Single
## 1042 1 Research Scientist 1 Single
## 1043 3 Sales Executive 4 Married
## 1044 2 Sales Executive 4 Married
## 1045 1 Research Scientist 3 Single
## 1046 1 Laboratory Technician 2 Divorced
## 1047 2 Manufacturing Director 2 Married
## 1048 3 Manager 2 Married
## 1049 1 Research Scientist 3 Single
## 1050 2 Sales Executive 4 Divorced
## 1051 3 Manufacturing Director 4 Married
## 1052 1 Laboratory Technician 4 Single
## 1053 2 Healthcare Representative 3 Divorced
## 1054 1 Research Scientist 3 Divorced
## 1055 1 Research Scientist 4 Single
## 1056 1 Laboratory Technician 1 Married
## 1057 2 Manufacturing Director 1 Married
## 1058 4 Manager 4 Married
## 1059 2 Human Resources 2 Divorced
## 1060 1 Research Scientist 2 Married
## 1061 2 Research Scientist 3 Married
## 1062 2 Manufacturing Director 4 Divorced
## 1063 2 Healthcare Representative 4 Divorced
## 1064 1 Sales Representative 4 Divorced
## 1065 2 Healthcare Representative 3 Divorced
## 1066 1 Laboratory Technician 1 Married
## 1067 1 Research Scientist 3 Married
## 1068 5 Manager 1 Married
## 1069 2 Sales Executive 1 Married
## 1070 1 Sales Representative 2 Married
## 1071 1 Sales Representative 4 Married
## 1072 2 Manufacturing Director 1 Married
## 1073 1 Sales Representative 4 Single
## 1074 2 Healthcare Representative 3 Married
## 1075 2 Sales Executive 1 Married
## 1076 4 Manager 1 Married
## 1077 5 Manager 3 Divorced
## 1078 2 Laboratory Technician 3 Divorced
## 1079 2 Research Scientist 2 Single
## 1080 2 Research Scientist 3 Divorced
## 1081 1 Research Scientist 3 Single
## 1082 1 Research Scientist 4 Married
## 1083 1 Sales Representative 1 Married
## 1084 2 Sales Executive 3 Married
## 1085 3 Manufacturing Director 3 Single
## 1086 3 Sales Executive 1 Married
## 1087 2 Sales Executive 3 Married
## 1088 1 Research Scientist 3 Married
## 1089 1 Research Scientist 4 Married
## 1090 2 Sales Executive 4 Married
## 1091 2 Sales Executive 2 Divorced
## 1092 2 Sales Executive 4 Divorced
## 1093 3 Research Director 4 Divorced
## 1094 2 Sales Executive 2 Divorced
## 1095 2 Healthcare Representative 1 Divorced
## 1096 2 Manufacturing Director 2 Married
## 1097 1 Research Scientist 1 Married
## 1098 1 Human Resources 4 Divorced
## 1099 1 Laboratory Technician 2 Married
## 1100 2 Manufacturing Director 1 Single
## 1101 5 Manager 3 Married
## 1102 2 Sales Executive 2 Divorced
## 1103 2 Sales Executive 4 Married
## 1104 3 Sales Executive 4 Married
## 1105 1 Research Scientist 4 Single
## 1106 1 Research Scientist 2 Divorced
## 1107 1 Research Scientist 1 Married
## 1108 2 Human Resources 3 Single
## 1109 2 Sales Executive 3 Single
## 1110 2 Sales Executive 1 Married
## 1111 2 Healthcare Representative 3 Married
## 1112 3 Manager 4 Married
## 1113 3 Manager 3 Married
## 1114 2 Sales Executive 3 Married
## 1115 3 Healthcare Representative 3 Single
## 1116 1 Research Scientist 1 Married
## 1117 2 Manufacturing Director 2 Single
## 1118 2 Laboratory Technician 4 Married
## 1119 3 Healthcare Representative 2 Divorced
## 1120 1 Sales Representative 3 Divorced
## 1121 3 Sales Executive 1 Divorced
## 1122 4 Manager 4 Single
## 1123 2 Research Scientist 1 Married
## 1124 4 Manager 4 Married
## 1125 1 Research Scientist 3 Married
## 1126 1 Sales Representative 1 Single
## 1127 1 Laboratory Technician 3 Married
## 1128 2 Laboratory Technician 3 Married
## 1129 4 Manager 2 Single
## 1130 1 Laboratory Technician 1 Married
## 1131 3 Research Director 3 Divorced
## 1132 4 Manager 2 Divorced
## 1133 2 Healthcare Representative 4 Married
## 1134 1 Laboratory Technician 2 Single
## 1135 1 Laboratory Technician 1 Single
## 1136 1 Laboratory Technician 1 Married
## 1137 1 Laboratory Technician 1 Married
## 1138 2 Sales Executive 1 Divorced
## 1139 3 Sales Executive 3 Divorced
## 1140 4 Research Director 3 Married
## 1141 2 Healthcare Representative 4 Married
## 1142 2 Sales Executive 2 Married
## 1143 3 Healthcare Representative 3 Single
## 1144 2 Sales Executive 4 Single
## 1145 2 Human Resources 4 Married
## 1146 2 Sales Executive 3 Single
## 1147 2 Laboratory Technician 3 Married
## 1148 1 Laboratory Technician 3 Divorced
## 1149 1 Research Scientist 4 Divorced
## 1150 2 Healthcare Representative 4 Married
## 1151 1 Research Scientist 3 Divorced
## 1152 2 Sales Executive 4 Single
## 1153 2 Research Scientist 3 Single
## 1154 1 Laboratory Technician 4 Married
## 1155 2 Manufacturing Director 1 Married
## 1156 4 Healthcare Representative 2 Single
## 1157 1 Sales Representative 3 Divorced
## 1158 2 Research Scientist 2 Married
## 1159 1 Research Scientist 3 Married
## 1160 2 Manufacturing Director 2 Divorced
## 1161 1 Research Scientist 3 Single
## 1162 3 Manufacturing Director 3 Single
## 1163 1 Laboratory Technician 4 Married
## 1164 3 Manufacturing Director 4 Single
## 1165 1 Research Scientist 3 Married
## 1166 1 Laboratory Technician 2 Married
## 1167 3 Healthcare Representative 4 Married
## 1168 2 Sales Executive 3 Single
## 1169 1 Research Scientist 3 Divorced
## 1170 1 Research Scientist 1 Married
## MonthlyRate NumCompaniesWorked OverTime PercentSalaryHike
## 1 9250 2 No 11
## 2 17544 1 No 14
## 3 19944 2 No 11
## 4 24032 1 No 19
## 5 17218 1 Yes 13
## 6 4809 1 No 21
## 7 5561 2 Yes 12
## 8 24223 2 Yes 14
## 9 18410 1 Yes 19
## 10 15332 1 No 14
## 11 22539 7 No 13
## 12 10494 1 No 15
## 13 18869 3 No 21
## 14 17434 1 No 18
## 15 22957 6 No 12
## 16 24406 1 No 13
## 17 13554 1 No 12
## 18 16044 2 No 14
## 19 5586 0 Yes 14
## 20 9364 2 No 15
## 21 13934 2 Yes 11
## 22 18597 3 No 12
## 23 19627 3 Yes 13
## 24 21602 7 No 13
## 25 12291 0 No 14
## 26 8751 7 No 11
## 27 12355 0 No 11
## 28 18385 0 Yes 17
## 29 5843 6 Yes 13
## 30 26589 0 No 18
## 31 22812 0 No 17
## 32 13637 1 No 18
## 33 14977 3 Yes 12
## 34 16340 6 No 12
## 35 10138 8 No 24
## 36 26062 1 No 20
## 37 21530 9 No 17
## 38 8658 5 Yes 13
## 39 4022 6 No 14
## 40 21981 0 No 12
## 41 22577 4 No 22
## 42 12388 0 No 13
## 43 24941 4 Yes 16
## 44 26362 8 No 22
## 45 16901 1 No 22
## 46 16458 1 No 13
## 47 12147 6 No 15
## 48 5569 0 Yes 14
## 49 8059 1 Yes 14
## 50 5970 6 No 18
## 51 14561 3 No 17
## 52 22456 3 Yes 21
## 53 19982 1 No 13
## 54 23163 1 No 12
## 55 20682 1 No 23
## 56 20520 1 No 20
## 57 20366 6 Yes 12
## 58 16213 1 Yes 18
## 59 11677 2 Yes 18
## 60 8040 1 Yes 14
## 61 5518 1 Yes 11
## 62 5747 3 No 12
## 63 6393 0 No 19
## 64 8018 1 No 16
## 65 3372 1 No 13
## 66 15053 0 Yes 12
## 67 19368 1 No 13
## 68 13672 1 No 13
## 69 5868 4 No 13
## 70 15881 1 No 12
## 71 21412 3 No 22
## 72 23490 0 No 18
## 73 15497 3 Yes 13
## 74 9051 3 Yes 11
## 75 21534 9 Yes 19
## 76 10781 1 No 23
## 77 12288 1 Yes 14
## 78 3156 1 No 15
## 79 16840 6 No 12
## 80 17536 1 Yes 11
## 81 14382 5 No 15
## 82 5151 2 No 16
## 83 14284 2 No 11
## 84 17001 4 Yes 13
## 85 2323 9 Yes 11
## 86 21829 3 Yes 13
## 87 11825 2 No 12
## 88 10074 1 Yes 24
## 89 2975 1 No 15
## 90 22822 3 No 12
## 91 12106 1 Yes 23
## 92 11162 1 No 13
## 93 2396 6 Yes 15
## 94 4223 3 Yes 16
## 95 17053 3 No 15
## 96 24532 1 No 25
## 97 11380 8 No 12
## 98 15850 5 No 14
## 99 4668 0 No 13
## 100 3708 5 No 17
## 101 7679 0 No 14
## 102 8386 1 No 18
## 103 12740 9 No 15
## 104 8544 2 No 16
## 105 19764 4 No 12
## 106 13421 1 No 22
## 107 26283 1 No 13
## 108 25811 4 Yes 18
## 109 10842 4 No 22
## 110 11288 1 No 14
## 111 22088 1 Yes 14
## 112 13829 2 No 15
## 113 15322 7 No 19
## 114 4761 2 No 11
## 115 21026 3 Yes 15
## 116 4814 1 Yes 13
## 117 20623 0 No 14
## 118 23679 4 Yes 13
## 119 4609 4 No 12
## 120 6163 1 No 11
## 121 20335 9 No 14
## 122 25479 1 Yes 11
## 123 19239 4 Yes 12
## 124 7791 0 No 20
## 125 20260 1 No 18
## 126 13586 1 Yes 11
## 127 4681 1 Yes 22
## 128 23888 0 No 13
## 129 20003 1 Yes 14
## 130 7739 2 No 12
## 131 3356 1 Yes 13
## 132 8191 3 No 12
## 133 4386 0 No 11
## 134 7693 4 No 21
## 135 6227 1 No 11
## 136 9931 1 No 24
## 137 6689 1 Yes 11
## 138 13943 8 No 11
## 139 4303 7 Yes 21
## 140 14506 2 No 12
## 141 18235 4 Yes 12
## 142 26076 1 No 12
## 143 24208 6 No 13
## 144 22825 4 No 14
## 145 13888 5 No 20
## 146 16928 1 No 14
## 147 4673 1 No 13
## 148 10589 2 No 13
## 149 6409 8 No 22
## 150 20460 0 No 21
## 151 11512 2 No 17
## 152 21703 1 No 12
## 153 16985 1 No 14
## 154 15530 3 No 12
## 155 6896 1 No 14
## 156 6069 7 Yes 12
## 157 4258 3 No 14
## 158 13547 7 No 11
## 159 11535 8 No 11
## 160 23281 3 Yes 17
## 161 15998 1 Yes 12
## 162 12355 1 No 12
## 163 20431 0 No 12
## 164 23016 3 Yes 13
## 165 5100 0 No 15
## 166 22052 1 No 13
## 167 3498 3 No 16
## 168 22578 4 No 19
## 169 22087 3 Yes 12
## 170 26968 4 No 22
## 171 25275 7 No 23
## 172 2125 8 No 18
## 173 8984 5 No 11
## 174 21708 0 Yes 14
## 175 13938 6 No 13
## 176 25326 1 Yes 11
## 177 21199 5 Yes 13
## 178 15346 6 Yes 14
## 179 15589 1 No 14
## 180 12930 4 No 22
## 181 19588 2 No 18
## 182 19461 3 No 15
## 183 16090 4 No 12
## 184 9150 4 No 18
## 185 17872 1 No 11
## 186 2613 1 No 23
## 187 4973 1 No 17
## 188 21086 6 No 14
## 189 15815 3 No 14
## 190 8863 1 No 15
## 191 11934 1 No 13
## 192 8277 2 No 14
## 193 26314 2 No 14
## 194 19658 2 No 14
## 195 4050 0 No 12
## 196 23231 1 No 11
## 197 18725 3 No 23
## 198 11879 6 No 17
## 199 2094 3 No 14
## 200 9100 1 No 21
## 201 17071 4 Yes 16
## 202 7346 1 No 17
## 203 19124 1 No 12
## 204 3872 7 Yes 13
## 205 20990 2 No 11
## 206 7508 1 Yes 13
## 207 9489 8 No 13
## 208 11354 7 Yes 19
## 209 10415 5 No 14
## 210 21196 3 Yes 13
## 211 5640 0 No 23
## 212 7770 6 No 13
## 213 15232 3 No 17
## 214 4051 9 Yes 13
## 215 15174 0 No 13
## 216 8045 2 No 14
## 217 22174 3 No 19
## 218 2437 3 No 11
## 219 23910 1 No 14
## 220 9973 1 Yes 20
## 221 18686 1 No 22
## 222 5630 2 No 14
## 223 16130 1 Yes 25
## 224 12530 1 No 14
## 225 14293 2 No 19
## 226 4077 1 No 13
## 227 10910 1 No 12
## 228 12392 1 Yes 16
## 229 17519 0 No 21
## 230 11652 2 Yes 19
## 231 5388 1 No 19
## 232 9687 1 No 13
## 233 24164 7 No 11
## 234 17011 2 No 14
## 235 19494 1 Yes 12
## 236 14922 5 No 11
## 237 17312 5 No 11
## 238 18089 1 Yes 12
## 239 19655 4 No 14
## 240 21981 5 No 15
## 241 6950 1 Yes 21
## 242 13035 3 No 22
## 243 4956 0 No 23
## 244 15182 3 No 12
## 245 17689 1 Yes 15
## 246 6054 6 No 14
## 247 25713 1 Yes 14
## 248 18024 0 No 14
## 249 13953 3 Yes 14
## 250 5626 7 No 16
## 251 20439 1 No 12
## 252 25952 4 No 13
## 253 6153 1 No 14
## 254 21495 0 No 17
## 255 25178 2 No 11
## 256 24978 4 No 13
## 257 3909 1 No 11
## 258 12761 7 No 14
## 259 24444 2 Yes 13
## 260 7298 6 Yes 19
## 261 11882 7 No 14
## 262 7568 6 No 13
## 263 22149 5 Yes 13
## 264 18203 1 No 15
## 265 13257 0 No 12
## 266 16479 0 No 13
## 267 11929 7 No 14
## 268 24852 1 No 12
## 269 18079 1 No 20
## 270 9096 0 No 15
## 271 19665 4 No 22
## 272 19332 1 No 12
## 273 7018 1 No 21
## 274 13494 4 No 13
## 275 13339 8 No 11
## 276 18575 4 No 13
## 277 24440 1 No 13
## 278 10675 0 No 19
## 279 26959 1 Yes 11
## 280 16143 0 Yes 16
## 281 6069 1 Yes 17
## 282 3119 2 Yes 13
## 283 9060 4 No 17
## 284 7143 4 No 12
## 285 6004 1 No 13
## 286 22949 1 Yes 12
## 287 26092 1 Yes 23
## 288 8758 0 No 11
## 289 22952 0 No 14
## 290 20317 1 No 16
## 291 11005 3 No 14
## 292 6927 7 No 15
## 293 11781 1 No 16
## 294 17231 0 No 18
## 295 17381 1 Yes 21
## 296 20232 7 Yes 11
## 297 14074 1 No 17
## 298 22887 1 Yes 24
## 299 10322 0 Yes 22
## 300 24737 5 Yes 13
## 301 8891 1 No 14
## 302 11031 1 No 22
## 303 23737 5 No 12
## 304 18698 1 No 19
## 305 26227 4 No 24
## 306 10778 0 No 17
## 307 20165 4 No 18
## 308 22478 3 No 17
## 309 12992 3 Yes 14
## 310 15678 0 No 22
## 311 13008 9 No 17
## 312 20364 7 No 15
## 313 4156 1 No 12
## 314 13983 2 No 17
## 315 11924 8 No 14
## 316 8571 1 Yes 17
## 317 11314 6 No 18
## 318 14120 1 No 12
## 319 3567 3 Yes 12
## 320 21221 1 Yes 12
## 321 3974 6 No 20
## 322 7660 1 No 12
## 323 2373 9 No 12
## 324 21029 8 Yes 23
## 325 7060 1 No 16
## 326 17808 1 No 19
## 327 3549 0 Yes 14
## 328 11189 6 Yes 17
## 329 18115 1 Yes 16
## 330 16616 0 No 14
## 331 22384 4 No 14
## 332 25812 1 No 11
## 333 11092 1 Yes 12
## 334 6009 1 No 11
## 335 21922 9 No 21
## 336 3129 1 No 22
## 337 18500 1 No 11
## 338 22266 0 No 17
## 339 17251 3 Yes 14
## 340 19715 1 No 13
## 341 13072 9 Yes 14
## 342 14222 1 Yes 12
## 343 21214 4 No 15
## 344 22653 1 No 20
## 345 13192 8 No 19
## 346 25098 0 No 12
## 347 15834 2 No 11
## 348 26767 1 No 20
## 349 4279 2 No 13
## 350 20420 7 No 11
## 351 14842 9 No 13
## 352 12241 4 No 11
## 353 21203 3 Yes 13
## 354 8841 3 Yes 18
## 355 26458 0 Yes 13
## 356 15891 3 No 18
## 357 23300 1 No 19
## 358 18300 5 No 16
## 359 10877 1 Yes 22
## 360 20251 0 No 11
## 361 5678 0 No 14
## 362 10642 1 No 17
## 363 25846 1 No 15
## 364 5949 0 No 19
## 365 6992 4 No 14
## 366 18256 9 No 11
## 367 22534 4 No 13
## 368 19345 0 No 12
## 369 12826 2 No 16
## 370 10557 7 No 16
## 371 11275 1 No 12
## 372 2890 0 No 11
## 373 20308 1 No 18
## 374 9953 1 No 11
## 375 21082 1 No 11
## 376 24450 1 Yes 13
## 377 8269 1 No 16
## 378 2900 3 Yes 12
## 379 26933 0 Yes 18
## 380 11539 4 Yes 11
## 381 16375 4 No 11
## 382 8916 1 No 23
## 383 24795 4 No 11
## 384 9518 3 No 13
## 385 10332 9 Yes 12
## 386 16292 1 No 13
## 387 9096 1 No 14
## 388 22645 4 No 12
## 389 7439 3 No 15
## 390 9150 1 Yes 11
## 391 13305 5 No 17
## 392 21436 7 Yes 19
## 393 3995 1 Yes 13
## 394 2845 4 No 19
## 395 9068 5 Yes 14
## 396 7747 0 Yes 18
## 397 2288 6 No 13
## 398 3072 1 No 15
## 399 26236 1 No 21
## 400 19719 5 Yes 18
## 401 24793 2 No 20
## 402 16439 2 No 16
## 403 5411 4 No 12
## 404 22792 4 No 12
## 405 17852 1 No 11
## 406 2671 4 Yes 14
## 407 13402 1 No 14
## 408 6865 1 No 14
## 409 22021 2 No 16
## 410 5200 6 No 24
## 411 8635 0 No 21
## 412 15869 1 No 12
## 413 10227 4 No 21
## 414 26075 8 No 13
## 415 12253 0 No 16
## 416 24442 2 No 14
## 417 7181 0 No 14
## 418 7122 4 No 18
## 419 9961 1 No 13
## 420 21526 1 No 18
## 421 17736 1 No 15
## 422 23866 3 Yes 15
## 423 20739 4 Yes 18
## 424 19305 1 No 15
## 425 24232 1 No 11
## 426 5268 5 No 13
## 427 7152 1 No 13
## 428 10531 1 No 17
## 429 9571 0 Yes 14
## 430 23687 6 No 13
## 431 5242 1 Yes 11
## 432 8532 9 No 16
## 433 22710 3 No 20
## 434 10007 1 No 13
## 435 20652 2 No 12
## 436 3415 1 No 18
## 437 16374 6 No 17
## 438 20006 0 No 13
## 439 3810 1 Yes 14
## 440 19383 0 No 13
## 441 2338 4 Yes 14
## 442 25412 9 No 17
## 443 14935 2 No 11
## 444 4167 4 Yes 18
## 445 14218 7 Yes 17
## 446 10205 7 No 12
## 447 9867 7 No 15
## 448 5696 5 No 18
## 449 5456 1 No 11
## 450 24162 1 No 15
## 451 21653 0 Yes 13
## 452 21158 1 No 13
## 453 13492 1 Yes 18
## 454 10410 1 No 14
## 455 17997 7 No 11
## 456 4349 1 No 14
## 457 22589 1 No 11
## 458 8423 0 Yes 22
## 459 10494 2 No 22
## 460 22604 1 No 16
## 461 9260 4 No 17
## 462 10950 2 No 11
## 463 6645 4 No 11
## 464 6670 2 No 20
## 465 15587 9 Yes 16
## 466 4306 5 Yes 11
## 467 17001 3 Yes 21
## 468 22002 3 No 12
## 469 21813 8 No 18
## 470 26250 1 No 11
## 471 6073 1 No 11
## 472 14753 1 Yes 24
## 473 15067 4 Yes 14
## 474 9752 5 No 13
## 475 22482 1 No 16
## 476 20445 4 Yes 21
## 477 24558 4 No 19
## 478 4267 5 No 12
## 479 17363 9 No 13
## 480 15471 1 Yes 25
## 481 6225 0 No 12
## 482 14871 3 Yes 19
## 483 26496 1 Yes 15
## 484 13939 4 Yes 18
## 485 3465 1 No 12
## 486 19479 8 Yes 11
## 487 16019 1 No 13
## 488 15170 1 No 17
## 489 19294 9 Yes 13
## 490 7360 3 No 11
## 491 25594 9 Yes 11
## 492 22422 4 Yes 11
## 493 23413 9 No 11
## 494 21195 1 No 19
## 495 6060 1 Yes 13
## 496 5594 2 No 14
## 497 9655 3 No 21
## 498 11411 1 Yes 12
## 499 16577 6 No 13
## 500 3987 6 No 19
## 501 12023 7 Yes 14
## 502 12947 5 Yes 14
## 503 11740 2 Yes 11
## 504 10195 1 No 11
## 505 26703 3 No 19
## 506 15624 3 No 12
## 507 9150 1 Yes 13
## 508 15395 2 No 11
## 509 2539 4 No 17
## 510 16280 1 No 12
## 511 5982 1 No 11
## 512 3449 3 No 21
## 513 17360 6 No 13
## 514 15146 1 Yes 12
## 515 2851 1 No 24
## 516 16321 5 No 18
## 517 18798 1 Yes 18
## 518 8952 8 No 22
## 519 23631 0 No 12
## 520 10261 1 No 16
## 521 8306 1 No 16
## 522 7324 1 Yes 17
## 523 18787 2 No 17
## 524 2125 1 Yes 17
## 525 8456 3 No 17
## 526 23537 2 No 12
## 527 6319 4 Yes 11
## 528 17089 1 Yes 12
## 529 26278 1 No 18
## 530 4510 9 Yes 18
## 531 24608 0 No 18
## 532 21447 6 No 13
## 533 23779 1 No 24
## 534 16542 5 No 18
## 535 4759 1 Yes 11
## 536 5228 4 No 14
## 537 20619 7 No 16
## 538 24017 0 Yes 11
## 539 21972 1 Yes 16
## 540 2253 7 No 13
## 541 11309 1 No 13
## 542 6076 6 No 19
## 543 25326 1 Yes 15
## 544 7259 9 No 14
## 545 7530 1 No 11
## 546 20338 1 No 12
## 547 22477 4 No 11
## 548 11983 6 No 14
## 549 26707 3 No 17
## 550 8318 1 No 16
## 551 19562 1 No 12
## 552 23965 1 No 13
## 553 4223 1 No 21
## 554 5543 4 No 17
## 555 14242 9 No 14
## 556 3010 4 Yes 11
## 557 23428 7 No 11
## 558 22794 1 Yes 13
## 559 11806 1 No 13
## 560 20156 1 No 17
## 561 15062 4 No 12
## 562 21624 2 Yes 14
## 563 12086 9 No 14
## 564 26862 4 No 20
## 565 24375 3 No 21
## 566 13422 6 Yes 12
## 567 19737 4 No 13
## 568 5323 1 No 11
## 569 7824 7 No 17
## 570 4161 3 Yes 18
## 571 26841 5 No 21
## 572 8870 1 No 19
## 573 19255 1 Yes 12
## 574 22128 1 No 21
## 575 7428 1 No 20
## 576 2689 1 No 18
## 577 11473 4 No 14
## 578 7973 3 No 14
## 579 3140 0 No 13
## 580 4204 1 Yes 11
## 581 9075 3 No 11
## 582 15901 2 No 14
## 583 24539 3 Yes 16
## 584 3698 1 Yes 20
## 585 19121 2 Yes 13
## 586 16523 8 Yes 15
## 587 15717 7 Yes 12
## 588 6986 7 No 23
## 589 19106 4 No 18
## 590 16002 3 Yes 15
## 591 10293 1 Yes 14
## 592 7815 0 Yes 23
## 593 15747 3 No 15
## 594 22102 1 No 14
## 595 25800 1 No 13
## 596 21816 1 No 22
## 597 9129 3 No 16
## 598 13436 6 No 22
## 599 5174 1 Yes 20
## 600 3020 2 Yes 16
## 601 7103 1 No 13
## 602 25174 4 No 14
## 603 17802 0 Yes 12
## 604 26342 1 No 13
## 605 14630 1 No 13
## 606 13514 3 No 19
## 607 24668 7 No 11
## 608 19191 1 Yes 24
## 609 23577 0 No 12
## 610 21437 0 No 19
## 611 10846 0 No 12
## 612 2112 2 Yes 17
## 613 21509 7 No 20
## 614 9947 1 Yes 13
## 615 9977 5 No 11
## 616 11912 1 No 14
## 617 8192 8 No 11
## 618 4009 5 Yes 21
## 619 21457 4 No 15
## 620 16900 1 No 18
## 621 19783 1 Yes 18
## 622 6759 1 Yes 19
## 623 13551 2 No 16
## 624 16642 1 Yes 16
## 625 5355 7 No 11
## 626 3208 1 No 11
## 627 15211 1 Yes 12
## 628 15682 0 Yes 14
## 629 15813 3 No 18
## 630 17654 1 No 14
## 631 7975 8 No 20
## 632 6770 1 No 21
## 633 4981 8 Yes 12
## 634 2561 5 No 22
## 635 9262 8 No 16
## 636 26537 1 No 13
## 637 14399 0 No 17
## 638 22914 1 No 18
## 639 21630 1 Yes 11
## 640 16346 0 No 11
## 641 13335 1 No 22
## 642 10748 2 No 12
## 643 17323 7 No 15
## 644 14460 1 Yes 23
## 645 20293 6 No 17
## 646 8552 7 No 11
## 647 13556 1 No 12
## 648 6217 1 No 15
## 649 23016 0 No 14
## 650 3339 3 Yes 14
## 651 21731 1 No 19
## 652 10893 0 Yes 18
## 653 13782 9 No 17
## 654 23978 3 No 21
## 655 9129 5 No 16
## 656 22722 1 Yes 13
## 657 15736 5 No 16
## 658 24456 3 No 20
## 659 10110 6 Yes 15
## 660 22656 1 No 13
## 661 21146 1 No 15
## 662 8416 3 No 12
## 663 5596 4 Yes 12
## 664 9541 1 No 20
## 665 10034 0 No 20
## 666 23060 8 Yes 12
## 667 6599 1 No 14
## 668 6705 7 No 13
## 669 22845 1 No 18
## 670 23474 3 No 14
## 671 25258 4 No 13
## 672 3921 1 No 14
## 673 11827 0 No 14
## 674 16612 1 Yes 19
## 675 22490 7 No 17
## 676 9946 2 No 14
## 677 23361 0 No 15
## 678 26849 1 No 11
## 679 9192 7 No 13
## 680 11737 3 No 15
## 681 18154 1 No 12
## 682 15238 7 No 20
## 683 7419 6 No 14
## 684 23402 3 Yes 16
## 685 6672 1 No 11
## 686 14394 1 No 25
## 687 22930 0 Yes 12
## 688 13248 6 No 21
## 689 9241 1 No 22
## 690 7129 5 No 13
## 691 14814 3 No 11
## 692 10268 1 Yes 12
## 693 17078 3 No 23
## 694 3427 9 Yes 23
## 695 7677 1 No 14
## 696 13137 1 Yes 18
## 697 5602 2 No 25
## 698 9945 8 No 16
## 699 18420 1 Yes 12
## 700 10849 5 No 11
## 701 15434 1 No 11
## 702 5829 1 No 20
## 703 13755 4 Yes 11
## 704 6889 0 Yes 11
## 705 25657 8 No 17
## 706 13430 7 No 14
## 707 15696 4 No 15
## 708 24609 9 No 18
## 709 16376 1 No 11
## 710 4544 1 No 11
## 711 25927 1 Yes 23
## 712 22102 3 No 12
## 713 16620 5 No 11
## 714 7246 4 No 11
## 715 14229 1 No 15
## 716 11585 1 No 11
## 717 2706 1 No 18
## 718 7909 3 No 13
## 719 10414 3 Yes 24
## 720 8039 0 No 17
## 721 9606 1 No 15
## 722 26493 3 No 17
## 723 20284 5 No 14
## 724 15669 0 No 11
## 725 13624 4 No 13
## 726 7505 0 No 12
## 727 21222 5 No 15
## 728 5972 1 Yes 17
## 729 23213 1 Yes 18
## 730 19299 0 No 14
## 731 23814 4 No 21
## 732 17778 4 Yes 18
## 733 19555 1 No 12
## 734 23914 8 No 12
## 735 22061 1 No 13
## 736 26997 0 No 14
## 737 8828 0 No 11
## 738 16490 5 No 17
## 739 6179 1 No 16
## 740 14004 4 No 14
## 741 24835 2 No 18
## 742 25291 9 No 21
## 743 3031 1 No 17
## 744 12862 1 No 13
## 745 13684 0 Yes 22
## 746 10036 0 No 14
## 747 3157 4 Yes 15
## 748 25755 0 No 20
## 749 3622 1 No 13
## 750 10515 0 No 14
## 751 17205 1 Yes 14
## 752 8319 1 Yes 11
## 753 20689 2 Yes 15
## 754 14011 5 No 21
## 755 24001 9 No 12
## 756 2104 2 No 14
## 757 19170 1 Yes 25
## 758 21534 2 No 14
## 759 26176 7 No 19
## 760 2493 2 Yes 16
## 761 11479 6 Yes 20
## 762 12982 1 Yes 11
## 763 22074 1 No 13
## 764 24920 0 No 12
## 765 2243 0 No 19
## 766 23447 1 Yes 14
## 767 18863 1 No 13
## 768 11373 3 No 15
## 769 17433 2 No 11
## 770 17970 1 No 13
## 771 4317 3 No 14
## 772 2137 1 No 25
## 773 6420 0 No 25
## 774 21777 0 Yes 17
## 775 18611 2 Yes 14
## 776 19630 1 No 18
## 777 15428 0 No 21
## 778 14947 1 No 12
## 779 11925 1 No 20
## 780 26124 9 Yes 14
## 781 21728 1 Yes 22
## 782 20978 1 No 11
## 783 22650 3 Yes 11
## 784 4905 1 No 12
## 785 3536 7 No 11
## 786 8847 3 No 11
## 787 22984 2 No 11
## 788 17747 2 No 15
## 789 19805 8 No 12
## 790 18830 1 No 18
## 791 23070 4 No 25
## 792 5711 2 No 15
## 793 14199 3 Yes 19
## 794 8202 1 No 13
## 795 23793 1 Yes 15
## 796 3164 1 Yes 11
## 797 7501 0 Yes 14
## 798 15999 1 Yes 17
## 799 6148 1 Yes 25
## 800 26308 6 No 20
## 801 3193 2 No 19
## 802 8346 4 Yes 13
## 803 5355 1 Yes 14
## 804 10333 0 Yes 22
## 805 25043 4 No 12
## 806 25949 7 Yes 13
## 807 12477 2 No 11
## 808 11992 1 No 24
## 809 3811 1 No 12
## 810 13364 0 Yes 16
## 811 11012 1 No 11
## 812 4910 4 No 11
## 813 5915 1 Yes 12
## 814 5220 3 No 11
## 815 12102 0 No 19
## 816 6311 0 No 13
## 817 20234 5 Yes 24
## 818 25995 0 No 11
## 819 11162 0 No 13
## 820 23352 3 Yes 11
## 821 18783 3 No 17
## 822 10732 2 No 14
## 823 8978 1 No 21
## 824 6233 1 No 12
## 825 12421 9 Yes 12
## 826 21445 9 No 17
## 827 19002 2 No 13
## 828 6039 0 Yes 12
## 829 15963 4 No 14
## 830 7999 1 No 11
## 831 14039 1 Yes 15
## 832 26820 1 Yes 19
## 833 12449 1 No 12
## 834 7172 1 No 25
## 835 25592 1 Yes 15
## 836 24666 1 No 13
## 837 5182 7 Yes 15
## 838 19921 1 No 12
## 839 19271 8 Yes 12
## 840 13583 4 No 12
## 841 25233 1 No 13
## 842 9769 1 No 13
## 843 19028 3 No 22
## 844 5494 0 No 11
## 845 25353 5 No 12
## 846 13535 1 No 12
## 847 16102 1 No 14
## 848 10942 0 No 17
## 849 6110 2 Yes 12
## 850 7102 0 No 18
## 851 24788 3 Yes 11
## 852 16117 1 No 13
## 853 12682 0 Yes 12
## 854 4824 0 No 19
## 855 25388 0 Yes 11
## 856 16192 1 No 13
## 857 8556 5 Yes 11
## 858 14034 1 No 24
## 859 6961 2 No 21
## 860 14075 1 No 11
## 861 4257 0 No 14
## 862 20364 3 No 14
## 863 4652 8 Yes 13
## 864 10225 9 Yes 12
## 865 14720 4 Yes 18
## 866 18706 1 No 11
## 867 12069 0 No 18
## 868 24200 3 Yes 17
## 869 20100 4 Yes 19
## 870 15986 5 No 11
## 871 19246 1 No 20
## 872 17241 3 No 18
## 873 9277 6 Yes 17
## 874 9238 1 No 22
## 875 16290 1 No 11
## 876 3335 3 No 14
## 877 15480 0 No 13
## 878 25308 1 No 20
## 879 22310 1 No 25
## 880 24439 3 No 16
## 881 15986 4 No 11
## 882 6762 3 No 22
## 883 3487 1 No 14
## 884 24008 0 No 19
## 885 3687 2 No 19
## 886 10022 0 Yes 19
## 887 21143 8 No 17
## 888 4187 3 No 14
## 889 9528 3 No 22
## 890 7108 1 No 17
## 891 22455 1 No 13
## 892 17799 3 No 12
## 893 13596 1 No 16
## 894 16673 1 Yes 20
## 895 20948 3 No 14
## 896 19989 3 No 14
## 897 10092 2 Yes 20
## 898 26582 0 Yes 13
## 899 23553 1 No 12
## 900 11868 4 No 13
## 901 16632 9 No 12
## 902 9282 7 No 12
## 903 13693 8 No 14
## 904 4060 8 No 19
## 905 5404 3 No 13
## 906 13401 0 No 17
## 907 3142 2 Yes 13
## 908 23177 7 No 16
## 909 11179 1 Yes 13
## 910 15178 1 No 13
## 911 18625 3 No 14
## 912 5224 0 Yes 11
## 913 25605 4 No 17
## 914 5615 2 No 12
## 915 23371 6 No 14
## 916 24812 0 No 14
## 917 12719 1 No 25
## 918 9125 1 No 13
## 919 23384 1 No 22
## 920 9964 4 Yes 20
## 921 18398 0 No 14
## 922 4892 1 No 19
## 923 7858 7 No 14
## 924 12858 7 No 16
## 925 18685 3 No 25
## 926 22495 3 Yes 13
## 927 11693 1 No 15
## 928 3376 3 No 12
## 929 7324 1 Yes 13
## 930 11864 0 No 13
## 931 12313 1 Yes 14
## 932 19373 3 No 15
## 933 19566 1 No 16
## 934 13384 9 Yes 14
## 935 13008 1 No 19
## 936 16998 2 Yes 11
## 937 12368 7 No 16
## 938 25150 2 No 15
## 939 5340 7 No 13
## 940 3692 1 No 19
## 941 21831 3 No 14
## 942 4658 2 No 11
## 943 2354 7 No 11
## 944 4658 0 No 18
## 945 9724 1 No 12
## 946 24483 1 No 19
## 947 4567 1 No 13
## 948 3032 1 No 22
## 949 22808 0 Yes 11
## 950 10339 4 Yes 12
## 951 6161 3 No 22
## 952 22217 1 No 14
## 953 13848 3 No 15
## 954 19826 0 Yes 14
## 955 8770 9 No 15
## 956 6595 4 No 21
## 957 21698 4 No 11
## 958 11135 9 No 12
## 959 11591 3 Yes 16
## 960 25761 7 Yes 12
## 961 22673 1 No 19
## 962 24447 1 No 17
## 963 4284 2 No 15
## 964 18767 9 No 15
## 965 26897 1 No 11
## 966 16701 5 Yes 12
## 967 8489 1 No 14
## 968 3809 1 No 13
## 969 9490 2 No 22
## 970 14180 2 Yes 13
## 971 5099 1 No 14
## 972 17369 0 Yes 11
## 973 6842 0 Yes 11
## 974 11757 1 No 13
## 975 24117 1 No 15
## 976 14961 1 Yes 13
## 977 13119 2 No 13
## 978 22154 0 No 13
## 979 23457 1 Yes 20
## 980 12124 2 No 13
## 981 26204 0 No 23
## 982 11563 2 Yes 19
## 983 3300 7 No 15
## 984 21378 0 No 18
## 985 14369 4 No 13
## 986 15318 3 Yes 14
## 987 4223 0 Yes 11
## 988 23343 4 No 12
## 989 5083 1 Yes 13
## 990 7551 0 Yes 16
## 991 7790 8 No 11
## 992 17616 1 No 16
## 993 13982 0 Yes 19
## 994 25440 5 No 12
## 995 19899 1 Yes 13
## 996 12482 1 No 14
## 997 12127 0 No 17
## 998 5652 6 No 19
## 999 6812 6 No 13
## 1000 18016 1 Yes 24
## 1001 10425 8 Yes 22
## 1002 25751 3 No 19
## 1003 25518 0 No 13
## 1004 7389 5 No 13
## 1005 16530 8 No 12
## 1006 16495 3 Yes 12
## 1007 13251 1 No 19
## 1008 18899 9 No 14
## 1009 18640 3 No 18
## 1010 16047 2 Yes 20
## 1011 22573 6 No 11
## 1012 15000 6 No 15
## 1013 24624 1 Yes 11
## 1014 6208 4 No 17
## 1015 22967 5 No 15
## 1016 5855 5 No 12
## 1017 8007 0 Yes 11
## 1018 11439 1 No 13
## 1019 8053 2 No 12
## 1020 13493 1 No 15
## 1021 16177 0 No 19
## 1022 15276 4 No 15
## 1023 5141 8 No 14
## 1024 3395 3 No 23
## 1025 12888 4 No 13
## 1026 15302 2 No 13
## 1027 17822 3 No 12
## 1028 12090 1 Yes 11
## 1029 24785 9 No 14
## 1030 2326 9 No 14
## 1031 20497 0 Yes 13
## 1032 5033 0 No 13
## 1033 8842 1 Yes 16
## 1034 14908 1 Yes 13
## 1035 23099 3 No 11
## 1036 26999 1 Yes 11
## 1037 22807 1 No 23
## 1038 6729 2 No 15
## 1039 7914 7 No 21
## 1040 25549 4 No 12
## 1041 11652 0 No 11
## 1042 3339 3 Yes 11
## 1043 12695 0 No 19
## 1044 2823 1 Yes 14
## 1045 2122 1 No 14
## 1046 7160 1 No 15
## 1047 7653 4 No 11
## 1048 23364 6 No 11
## 1049 25681 1 Yes 13
## 1050 22098 6 Yes 14
## 1051 14618 0 No 16
## 1052 7703 1 No 13
## 1053 2227 4 Yes 14
## 1054 9834 5 No 18
## 1055 6297 2 No 13
## 1056 9396 5 No 13
## 1057 9679 5 No 19
## 1058 7744 5 Yes 22
## 1059 12832 2 No 13
## 1060 19911 0 No 17
## 1061 2721 0 No 24
## 1062 17000 1 No 13
## 1063 5335 3 No 23
## 1064 25103 1 Yes 21
## 1065 17056 2 Yes 13
## 1066 4344 1 No 14
## 1067 12549 2 No 14
## 1068 3854 5 No 11
## 1069 17456 0 No 14
## 1070 9983 7 No 15
## 1071 6527 8 No 14
## 1072 4156 1 No 12
## 1073 5050 1 No 17
## 1074 9128 3 No 16
## 1075 20328 4 No 16
## 1076 24097 8 No 23
## 1077 10735 4 No 11
## 1078 18624 1 No 11
## 1079 26285 4 No 12
## 1080 12932 2 No 11
## 1081 2725 2 No 14
## 1082 8952 1 No 12
## 1083 26956 1 No 19
## 1084 18659 9 No 11
## 1085 8787 0 No 21
## 1086 23772 5 Yes 21
## 1087 20943 1 No 19
## 1088 20471 6 Yes 13
## 1089 10077 0 Yes 12
## 1090 7100 1 Yes 11
## 1091 11866 1 Yes 14
## 1092 10436 1 No 24
## 1093 10056 1 Yes 14
## 1094 11591 7 No 12
## 1095 18384 1 No 12
## 1096 15701 6 No 12
## 1097 18697 2 No 14
## 1098 9732 6 No 11
## 1099 3956 1 No 13
## 1100 4992 1 No 15
## 1101 6499 1 No 14
## 1102 22553 7 No 12
## 1103 19682 3 No 18
## 1104 20715 7 Yes 18
## 1105 23293 2 No 18
## 1106 17940 0 No 14
## 1107 14377 1 Yes 14
## 1108 26894 4 No 11
## 1109 12916 1 No 14
## 1110 15975 0 No 16
## 1111 12250 1 No 12
## 1112 11038 3 Yes 14
## 1113 24619 7 Yes 12
## 1114 23452 3 Yes 14
## 1115 13084 2 No 23
## 1116 23844 0 No 19
## 1117 21123 2 Yes 12
## 1118 16392 0 No 11
## 1119 9255 2 Yes 13
## 1120 2912 1 Yes 18
## 1121 16586 4 Yes 13
## 1122 16154 2 No 22
## 1123 5771 1 No 21
## 1124 20462 9 No 23
## 1125 21643 0 No 17
## 1126 20989 0 No 21
## 1127 14168 1 Yes 16
## 1128 21821 8 No 20
## 1129 15896 1 No 19
## 1130 6881 1 No 15
## 1131 13523 9 No 12
## 1132 17334 6 Yes 13
## 1133 5718 1 No 13
## 1134 23826 1 No 22
## 1135 10224 7 No 22
## 1136 11141 1 No 16
## 1137 17663 6 No 20
## 1138 4297 0 No 17
## 1139 9647 0 No 12
## 1140 3525 1 No 24
## 1141 14408 0 No 21
## 1142 21173 0 No 11
## 1143 22245 7 No 14
## 1144 24252 1 No 14
## 1145 10503 4 Yes 11
## 1146 23333 8 No 15
## 1147 10228 2 No 12
## 1148 16031 8 No 12
## 1149 5598 1 No 15
## 1150 15830 1 No 19
## 1151 15748 1 No 11
## 1152 20392 3 No 20
## 1153 16885 3 No 12
## 1154 22955 1 Yes 11
## 1155 5549 1 No 14
## 1156 7192 3 No 18
## 1157 23522 6 Yes 19
## 1158 19573 4 Yes 22
## 1159 7950 1 No 13
## 1160 2819 6 No 20
## 1161 10826 1 Yes 11
## 1162 15397 4 Yes 14
## 1163 7003 1 No 13
## 1164 23848 4 No 17
## 1165 20898 1 Yes 14
## 1166 7331 1 No 20
## 1167 26542 4 No 20
## 1168 19558 0 No 11
## 1169 5013 0 No 12
## 1170 22977 1 Yes 12
## PerformanceRating RelationshipSatisfaction StockOptionLevel
## 1 3 3 1
## 2 3 1 0
## 3 3 3 0
## 4 3 3 2
## 5 3 3 0
## 6 4 3 2
## 7 3 1 0
## 8 3 3 3
## 9 3 4 1
## 10 3 2 1
## 11 3 4 0
## 12 3 2 1
## 13 4 2 0
## 14 3 1 1
## 15 3 3 0
## 16 3 4 1
## 17 3 3 1
## 18 3 3 0
## 19 3 1 3
## 20 3 4 1
## 21 3 3 1
## 22 3 4 0
## 23 3 2 1
## 24 3 4 0
## 25 3 1 0
## 26 3 3 1
## 27 3 4 1
## 28 3 1 0
## 29 3 2 0
## 30 3 1 1
## 31 3 4 3
## 32 3 4 3
## 33 3 2 1
## 34 3 2 1
## 35 4 2 0
## 36 4 3 0
## 37 3 3 0
## 38 3 2 3
## 39 3 1 0
## 40 3 1 1
## 41 4 4 1
## 42 3 1 0
## 43 3 2 1
## 44 4 4 0
## 45 4 4 1
## 46 3 3 0
## 47 3 2 0
## 48 3 2 2
## 49 3 4 0
## 50 3 4 1
## 51 3 4 0
## 52 4 3 1
## 53 3 4 1
## 54 3 2 0
## 55 4 4 0
## 56 4 2 2
## 57 3 4 0
## 58 3 4 0
## 59 3 1 2
## 60 3 4 0
## 61 3 1 1
## 62 3 1 0
## 63 3 3 1
## 64 3 3 0
## 65 3 1 1
## 66 3 4 2
## 67 3 2 0
## 68 3 3 0
## 69 3 4 1
## 70 3 2 0
## 71 4 1 1
## 72 3 4 0
## 73 3 1 0
## 74 3 1 1
## 75 3 3 0
## 76 4 4 0
## 77 3 4 0
## 78 3 2 0
## 79 3 4 0
## 80 3 3 3
## 81 3 1 0
## 82 3 2 1
## 83 3 4 1
## 84 3 1 2
## 85 3 4 0
## 86 3 1 0
## 87 3 4 0
## 88 4 4 1
## 89 3 4 0
## 90 3 4 0
## 91 4 3 1
## 92 3 1 1
## 93 3 2 0
## 94 3 3 0
## 95 3 2 0
## 96 4 3 0
## 97 3 4 1
## 98 3 4 1
## 99 3 3 3
## 100 3 1 1
## 101 3 2 0
## 102 3 1 1
## 103 3 1 1
## 104 3 1 1
## 105 3 2 0
## 106 4 2 1
## 107 3 1 1
## 108 3 1 1
## 109 4 4 1
## 110 3 4 0
## 111 3 4 1
## 112 3 2 1
## 113 3 4 0
## 114 3 1 1
## 115 3 4 3
## 116 3 4 0
## 117 3 2 0
## 118 3 1 1
## 119 3 1 1
## 120 3 4 0
## 121 3 1 1
## 122 3 4 0
## 123 3 3 1
## 124 4 1 0
## 125 3 1 0
## 126 3 4 0
## 127 4 2 0
## 128 3 4 2
## 129 3 1 0
## 130 3 4 1
## 131 3 2 1
## 132 3 3 0
## 133 3 4 3
## 134 4 3 0
## 135 3 2 1
## 136 4 4 1
## 137 3 4 1
## 138 3 3 1
## 139 4 4 0
## 140 3 1 0
## 141 3 1 1
## 142 3 4 2
## 143 3 2 1
## 144 3 2 1
## 145 4 2 3
## 146 3 1 1
## 147 3 4 1
## 148 3 4 1
## 149 4 4 0
## 150 4 2 1
## 151 3 3 0
## 152 3 4 0
## 153 3 3 1
## 154 3 1 0
## 155 3 2 2
## 156 3 2 1
## 157 3 3 1
## 158 3 4 3
## 159 3 3 1
## 160 3 3 0
## 161 3 3 2
## 162 3 1 0
## 163 3 4 0
## 164 3 3 0
## 165 3 3 2
## 166 3 4 0
## 167 3 2 2
## 168 3 3 1
## 169 3 2 2
## 170 4 1 1
## 171 4 4 1
## 172 3 3 1
## 173 3 4 0
## 174 3 4 2
## 175 3 3 1
## 176 3 3 0
## 177 3 4 1
## 178 3 2 1
## 179 3 4 0
## 180 4 3 0
## 181 3 2 1
## 182 3 4 1
## 183 3 4 0
## 184 3 4 0
## 185 3 1 1
## 186 4 4 1
## 187 3 3 2
## 188 3 3 3
## 189 3 1 2
## 190 3 2 0
## 191 3 4 2
## 192 3 4 2
## 193 3 3 1
## 194 3 1 1
## 195 3 4 0
## 196 3 2 0
## 197 4 2 2
## 198 3 2 1
## 199 3 4 1
## 200 4 4 1
## 201 3 4 0
## 202 3 2 2
## 203 3 3 1
## 204 3 4 0
## 205 3 1 1
## 206 3 4 0
## 207 3 2 0
## 208 3 2 0
## 209 3 4 1
## 210 3 3 1
## 211 4 3 1
## 212 3 2 0
## 213 3 1 0
## 214 3 4 1
## 215 3 4 0
## 216 3 3 1
## 217 3 3 1
## 218 3 2 1
## 219 3 3 0
## 220 4 2 0
## 221 4 3 0
## 222 3 4 2
## 223 4 3 1
## 224 3 4 1
## 225 3 4 2
## 226 3 3 0
## 227 3 3 1
## 228 3 1 1
## 229 4 1 1
## 230 3 2 1
## 231 3 1 2
## 232 3 1 0
## 233 3 3 0
## 234 3 4 1
## 235 3 4 2
## 236 3 3 0
## 237 3 1 0
## 238 3 4 1
## 239 3 3 0
## 240 3 3 3
## 241 4 4 1
## 242 4 3 0
## 243 4 4 1
## 244 3 1 0
## 245 3 3 1
## 246 3 3 3
## 247 3 3 0
## 248 3 2 1
## 249 3 1 2
## 250 3 2 1
## 251 3 3 3
## 252 3 4 2
## 253 3 4 0
## 254 3 3 0
## 255 3 3 1
## 256 3 3 0
## 257 3 3 1
## 258 3 2 2
## 259 3 4 3
## 260 3 3 1
## 261 3 3 0
## 262 3 3 0
## 263 3 3 1
## 264 3 2 1
## 265 3 3 1
## 266 3 3 1
## 267 3 4 2
## 268 3 1 0
## 269 4 3 3
## 270 3 3 1
## 271 4 2 2
## 272 3 3 1
## 273 4 4 1
## 274 3 1 2
## 275 3 4 0
## 276 3 4 1
## 277 3 4 1
## 278 3 1 0
## 279 3 4 0
## 280 3 2 0
## 281 3 1 1
## 282 3 3 0
## 283 3 4 1
## 284 3 4 3
## 285 3 4 1
## 286 3 2 1
## 287 4 1 0
## 288 3 3 1
## 289 3 3 1
## 290 3 2 1
## 291 3 4 2
## 292 3 3 1
## 293 3 4 0
## 294 3 1 2
## 295 4 4 0
## 296 3 3 1
## 297 3 3 0
## 298 4 4 0
## 299 4 1 0
## 300 3 4 0
## 301 3 4 1
## 302 4 4 1
## 303 3 4 1
## 304 3 2 0
## 305 4 1 0
## 306 3 4 0
## 307 3 2 0
## 308 3 4 3
## 309 3 4 2
## 310 4 3 1
## 311 3 2 1
## 312 3 3 0
## 313 3 1 0
## 314 3 3 0
## 315 3 4 0
## 316 3 3 0
## 317 3 4 1
## 318 3 2 0
## 319 3 4 2
## 320 3 4 0
## 321 4 3 0
## 322 3 4 1
## 323 3 2 1
## 324 4 1 3
## 325 3 3 1
## 326 3 3 0
## 327 3 4 1
## 328 3 3 1
## 329 3 3 1
## 330 3 3 1
## 331 3 1 0
## 332 3 3 0
## 333 3 3 3
## 334 3 4 0
## 335 4 4 1
## 336 4 2 0
## 337 3 4 1
## 338 3 3 0
## 339 3 4 0
## 340 3 4 1
## 341 3 4 1
## 342 3 2 1
## 343 3 3 1
## 344 4 3 1
## 345 3 3 3
## 346 3 1 0
## 347 3 4 0
## 348 4 1 1
## 349 3 4 0
## 350 3 3 0
## 351 3 2 1
## 352 3 2 1
## 353 3 4 1
## 354 3 3 0
## 355 3 4 1
## 356 3 4 0
## 357 3 3 0
## 358 3 2 0
## 359 4 2 1
## 360 3 3 1
## 361 3 1 1
## 362 3 4 0
## 363 3 4 1
## 364 3 4 1
## 365 3 4 1
## 366 3 4 3
## 367 3 3 2
## 368 3 4 0
## 369 3 4 1
## 370 3 3 0
## 371 3 3 1
## 372 3 3 0
## 373 3 1 1
## 374 3 1 1
## 375 3 1 0
## 376 3 4 0
## 377 3 3 0
## 378 3 3 2
## 379 3 1 1
## 380 3 2 0
## 381 3 2 1
## 382 4 4 1
## 383 3 1 3
## 384 3 3 1
## 385 3 3 3
## 386 3 2 1
## 387 3 1 0
## 388 3 2 2
## 389 3 3 0
## 390 3 3 0
## 391 3 2 1
## 392 3 3 1
## 393 3 4 1
## 394 3 4 0
## 395 3 4 0
## 396 3 2 1
## 397 3 3 0
## 398 3 4 0
## 399 4 1 1
## 400 3 2 0
## 401 4 3 0
## 402 3 2 1
## 403 3 3 0
## 404 3 3 2
## 405 3 4 0
## 406 3 3 1
## 407 3 1 2
## 408 3 3 1
## 409 3 3 0
## 410 4 3 1
## 411 4 3 0
## 412 3 2 0
## 413 4 1 0
## 414 3 3 0
## 415 3 4 1
## 416 3 3 1
## 417 3 3 0
## 418 3 4 2
## 419 3 2 1
## 420 3 3 0
## 421 3 3 0
## 422 3 1 2
## 423 3 2 0
## 424 3 3 0
## 425 3 3 1
## 426 3 3 1
## 427 3 2 2
## 428 3 1 0
## 429 3 4 0
## 430 3 2 1
## 431 3 1 0
## 432 3 2 1
## 433 4 1 0
## 434 3 3 1
## 435 3 2 1
## 436 3 1 1
## 437 3 4 0
## 438 3 4 0
## 439 3 3 0
## 440 3 3 0
## 441 3 4 0
## 442 3 3 1
## 443 3 3 0
## 444 3 1 3
## 445 3 3 1
## 446 3 3 1
## 447 3 4 2
## 448 3 3 2
## 449 3 4 0
## 450 3 1 1
## 451 3 1 1
## 452 3 3 0
## 453 3 4 0
## 454 3 2 0
## 455 3 1 1
## 456 3 2 0
## 457 3 1 2
## 458 4 4 0
## 459 4 4 1
## 460 3 3 0
## 461 3 4 1
## 462 3 3 0
## 463 3 4 0
## 464 4 4 0
## 465 3 4 1
## 466 3 3 0
## 467 4 4 0
## 468 3 2 0
## 469 3 4 0
## 470 3 3 2
## 471 3 3 1
## 472 4 2 0
## 473 3 2 0
## 474 3 2 0
## 475 3 4 1
## 476 4 3 0
## 477 3 4 2
## 478 3 1 2
## 479 3 3 0
## 480 4 1 1
## 481 3 1 1
## 482 3 2 1
## 483 3 2 0
## 484 3 3 1
## 485 3 4 1
## 486 3 1 0
## 487 3 3 0
## 488 3 4 1
## 489 3 4 0
## 490 3 4 0
## 491 3 4 0
## 492 3 2 0
## 493 3 3 0
## 494 3 4 0
## 495 3 1 1
## 496 3 3 1
## 497 4 4 2
## 498 3 3 3
## 499 3 2 2
## 500 3 3 1
## 501 3 4 0
## 502 3 2 0
## 503 3 3 2
## 504 3 3 1
## 505 3 2 2
## 506 3 1 1
## 507 3 2 0
## 508 3 2 0
## 509 3 3 1
## 510 3 4 0
## 511 3 3 1
## 512 4 2 1
## 513 3 1 1
## 514 3 3 0
## 515 4 3 0
## 516 3 4 1
## 517 3 3 3
## 518 4 2 3
## 519 3 1 1
## 520 3 4 0
## 521 3 3 0
## 522 3 3 3
## 523 3 3 1
## 524 3 3 1
## 525 3 1 1
## 526 3 1 1
## 527 3 1 1
## 528 3 4 0
## 529 3 1 0
## 530 3 1 3
## 531 3 1 1
## 532 3 1 0
## 533 4 3 1
## 534 3 2 1
## 535 3 4 0
## 536 3 4 3
## 537 3 3 0
## 538 3 3 1
## 539 3 2 0
## 540 3 4 0
## 541 3 1 3
## 542 3 2 1
## 543 3 4 1
## 544 3 2 0
## 545 3 3 0
## 546 3 2 0
## 547 3 3 1
## 548 3 4 0
## 549 3 3 1
## 550 3 1 0
## 551 3 2 1
## 552 3 4 1
## 553 4 4 0
## 554 3 1 2
## 555 3 4 1
## 556 3 3 1
## 557 3 3 0
## 558 3 4 1
## 559 3 4 1
## 560 3 2 1
## 561 3 3 0
## 562 3 2 0
## 563 3 2 1
## 564 4 3 1
## 565 4 3 2
## 566 3 3 0
## 567 3 4 0
## 568 3 4 1
## 569 3 1 0
## 570 3 4 1
## 571 4 3 1
## 572 3 1 0
## 573 3 3 1
## 574 4 3 2
## 575 4 4 2
## 576 3 3 1
## 577 3 1 0
## 578 3 4 0
## 579 3 4 0
## 580 3 2 2
## 581 3 3 3
## 582 3 2 0
## 583 3 3 1
## 584 4 1 0
## 585 3 4 0
## 586 3 3 1
## 587 3 4 3
## 588 4 2 0
## 589 3 1 0
## 590 3 3 1
## 591 3 2 0
## 592 4 3 0
## 593 3 4 1
## 594 3 4 1
## 595 3 4 2
## 596 4 1 1
## 597 3 1 0
## 598 4 2 1
## 599 4 2 1
## 600 3 1 1
## 601 3 3 1
## 602 3 2 1
## 603 3 3 3
## 604 3 1 1
## 605 3 3 0
## 606 3 3 0
## 607 3 4 0
## 608 4 3 1
## 609 3 4 0
## 610 3 4 0
## 611 3 2 1
## 612 3 1 0
## 613 4 1 0
## 614 3 2 0
## 615 3 1 1
## 616 3 3 1
## 617 3 4 0
## 618 4 3 1
## 619 3 1 1
## 620 3 3 2
## 621 3 2 0
## 622 3 3 0
## 623 3 3 0
## 624 3 3 0
## 625 3 3 0
## 626 3 2 3
## 627 3 3 2
## 628 3 2 1
## 629 3 2 1
## 630 3 2 0
## 631 4 2 1
## 632 4 1 0
## 633 3 3 0
## 634 4 1 1
## 635 3 1 1
## 636 3 2 1
## 637 3 4 1
## 638 3 3 1
## 639 3 2 2
## 640 3 2 1
## 641 4 2 1
## 642 3 2 1
## 643 3 2 0
## 644 4 2 1
## 645 3 1 1
## 646 3 1 1
## 647 3 4 0
## 648 3 3 3
## 649 3 2 0
## 650 3 2 0
## 651 3 2 0
## 652 3 2 1
## 653 3 3 0
## 654 4 2 1
## 655 3 3 0
## 656 3 3 1
## 657 3 4 2
## 658 4 1 1
## 659 3 4 0
## 660 3 3 0
## 661 3 4 2
## 662 3 3 1
## 663 3 2 1
## 664 4 1 1
## 665 4 3 0
## 666 3 4 0
## 667 3 4 1
## 668 3 1 3
## 669 3 1 1
## 670 3 1 0
## 671 3 1 0
## 672 3 3 2
## 673 3 4 0
## 674 3 1 1
## 675 3 1 0
## 676 3 3 1
## 677 3 1 1
## 678 3 1 1
## 679 3 2 3
## 680 3 2 0
## 681 3 1 0
## 682 4 1 1
## 683 3 2 2
## 684 3 2 1
## 685 3 3 1
## 686 4 4 1
## 687 3 1 0
## 688 4 4 0
## 689 4 3 0
## 690 3 4 3
## 691 3 3 0
## 692 3 4 1
## 693 4 2 0
## 694 4 3 0
## 695 3 3 2
## 696 3 1 0
## 697 4 2 1
## 698 3 4 0
## 699 3 3 0
## 700 3 1 1
## 701 3 4 0
## 702 4 1 0
## 703 3 2 1
## 704 3 3 0
## 705 3 4 0
## 706 3 4 0
## 707 3 2 1
## 708 3 4 0
## 709 3 2 1
## 710 3 4 1
## 711 4 4 2
## 712 3 3 1
## 713 3 3 0
## 714 3 1 1
## 715 3 2 0
## 716 3 3 1
## 717 3 1 1
## 718 3 4 0
## 719 4 1 0
## 720 3 2 3
## 721 3 3 1
## 722 3 1 3
## 723 3 3 2
## 724 3 2 0
## 725 3 4 0
## 726 3 4 2
## 727 3 2 1
## 728 3 4 1
## 729 3 2 0
## 730 3 3 1
## 731 4 3 1
## 732 3 1 0
## 733 3 1 0
## 734 3 4 0
## 735 3 3 0
## 736 3 2 0
## 737 3 1 1
## 738 3 4 0
## 739 3 2 0
## 740 3 4 0
## 741 3 4 0
## 742 4 3 1
## 743 3 1 0
## 744 3 3 0
## 745 4 2 1
## 746 3 2 3
## 747 3 4 3
## 748 4 3 0
## 749 3 2 3
## 750 3 1 0
## 751 3 2 0
## 752 3 1 0
## 753 3 3 1
## 754 4 3 3
## 755 3 1 1
## 756 3 3 0
## 757 4 4 1
## 758 3 2 1
## 759 3 4 1
## 760 3 1 0
## 761 4 3 0
## 762 3 3 1
## 763 3 1 0
## 764 3 1 1
## 765 3 3 1
## 766 3 1 0
## 767 3 3 0
## 768 3 3 1
## 769 3 3 1
## 770 3 4 1
## 771 3 3 0
## 772 4 3 3
## 773 4 4 0
## 774 3 1 1
## 775 3 3 1
## 776 3 4 0
## 777 4 1 1
## 778 3 3 3
## 779 4 3 0
## 780 3 2 3
## 781 4 4 0
## 782 3 1 0
## 783 3 3 1
## 784 3 1 1
## 785 3 4 1
## 786 3 3 0
## 787 3 4 0
## 788 3 1 0
## 789 3 2 3
## 790 3 4 0
## 791 4 1 1
## 792 3 4 0
## 793 3 4 1
## 794 3 2 3
## 795 3 1 2
## 796 3 1 0
## 797 3 2 0
## 798 3 3 0
## 799 4 2 0
## 800 4 1 1
## 801 3 1 2
## 802 3 3 0
## 803 3 4 0
## 804 4 1 0
## 805 3 3 1
## 806 3 4 1
## 807 3 2 0
## 808 4 1 2
## 809 3 2 1
## 810 3 4 1
## 811 3 3 2
## 812 3 2 1
## 813 3 4 1
## 814 3 3 1
## 815 3 4 1
## 816 3 2 1
## 817 4 2 0
## 818 3 4 0
## 819 3 4 0
## 820 3 4 0
## 821 3 4 2
## 822 3 4 1
## 823 4 4 2
## 824 3 3 1
## 825 3 2 2
## 826 3 4 2
## 827 3 1 3
## 828 3 4 0
## 829 3 2 1
## 830 3 3 1
## 831 3 3 1
## 832 3 4 0
## 833 3 3 3
## 834 4 3 0
## 835 3 4 1
## 836 3 4 1
## 837 3 4 0
## 838 3 4 0
## 839 3 3 1
## 840 3 4 0
## 841 3 3 0
## 842 3 1 0
## 843 4 3 0
## 844 3 4 1
## 845 3 1 0
## 846 3 4 1
## 847 3 4 0
## 848 3 1 3
## 849 3 1 2
## 850 3 1 1
## 851 3 3 1
## 852 3 1 0
## 853 3 4 0
## 854 3 3 0
## 855 3 4 0
## 856 3 1 1
## 857 3 3 0
## 858 4 1 1
## 859 4 4 1
## 860 3 4 1
## 861 3 2 0
## 862 3 4 0
## 863 3 2 0
## 864 3 4 2
## 865 3 4 2
## 866 3 3 0
## 867 3 1 0
## 868 3 3 1
## 869 3 3 1
## 870 3 4 0
## 871 4 3 1
## 872 3 1 0
## 873 3 3 0
## 874 4 2 0
## 875 3 1 2
## 876 3 3 1
## 877 3 1 1
## 878 4 3 0
## 879 4 3 3
## 880 3 2 0
## 881 3 1 1
## 882 4 3 1
## 883 3 1 1
## 884 3 2 1
## 885 3 2 2
## 886 3 1 1
## 887 3 4 2
## 888 3 3 1
## 889 4 4 1
## 890 3 2 0
## 891 3 3 0
## 892 3 2 1
## 893 3 4 0
## 894 4 2 2
## 895 3 2 2
## 896 3 3 1
## 897 4 3 0
## 898 3 4 0
## 899 3 4 0
## 900 3 2 1
## 901 3 4 1
## 902 3 3 1
## 903 3 3 1
## 904 3 3 2
## 905 3 2 1
## 906 3 3 1
## 907 3 3 1
## 908 3 3 2
## 909 3 3 0
## 910 3 4 0
## 911 3 2 1
## 912 3 2 1
## 913 3 4 1
## 914 3 4 0
## 915 3 2 0
## 916 3 2 0
## 917 4 3 1
## 918 3 1 0
## 919 4 2 0
## 920 4 1 3
## 921 3 1 0
## 922 3 4 0
## 923 3 2 1
## 924 3 1 1
## 925 4 3 1
## 926 3 3 1
## 927 3 3 2
## 928 3 1 1
## 929 3 2 2
## 930 3 3 0
## 931 3 3 1
## 932 3 4 0
## 933 3 3 1
## 934 3 4 1
## 935 3 2 0
## 936 3 3 0
## 937 3 3 1
## 938 3 4 0
## 939 3 1 0
## 940 3 4 1
## 941 3 2 0
## 942 3 1 1
## 943 3 4 0
## 944 3 2 1
## 945 3 1 0
## 946 3 4 1
## 947 3 2 0
## 948 4 2 2
## 949 3 2 1
## 950 3 4 0
## 951 4 2 2
## 952 3 2 1
## 953 3 1 0
## 954 3 3 0
## 955 3 3 0
## 956 4 3 2
## 957 3 1 0
## 958 3 2 0
## 959 3 4 0
## 960 3 4 0
## 961 3 1 0
## 962 3 1 2
## 963 3 3 1
## 964 3 3 1
## 965 3 3 2
## 966 3 4 1
## 967 3 2 0
## 968 3 2 2
## 969 4 3 1
## 970 3 4 1
## 971 3 1 0
## 972 3 3 2
## 973 3 3 0
## 974 3 4 0
## 975 3 2 2
## 976 3 3 0
## 977 3 4 0
## 978 3 1 0
## 979 4 2 1
## 980 3 3 1
## 981 4 1 2
## 982 3 3 1
## 983 3 2 0
## 984 3 4 0
## 985 3 1 1
## 986 3 1 0
## 987 3 2 1
## 988 3 3 1
## 989 3 3 0
## 990 3 4 0
## 991 3 3 2
## 992 3 4 1
## 993 3 4 0
## 994 3 4 3
## 995 3 2 0
## 996 3 3 0
## 997 3 2 1
## 998 3 4 0
## 999 3 2 1
## 1000 4 3 0
## 1001 4 4 1
## 1002 3 1 0
## 1003 3 3 2
## 1004 3 3 3
## 1005 3 4 1
## 1006 3 3 0
## 1007 3 1 0
## 1008 3 2 1
## 1009 3 2 1
## 1010 4 4 1
## 1011 3 2 2
## 1012 3 3 1
## 1013 3 4 0
## 1014 3 3 1
## 1015 3 3 0
## 1016 3 3 1
## 1017 3 3 1
## 1018 3 1 2
## 1019 3 3 1
## 1020 3 4 0
## 1021 3 2 1
## 1022 3 2 0
## 1023 3 2 3
## 1024 4 4 1
## 1025 3 2 1
## 1026 3 3 0
## 1027 3 4 0
## 1028 3 2 0
## 1029 3 1 0
## 1030 3 4 1
## 1031 3 1 3
## 1032 3 2 0
## 1033 3 2 1
## 1034 3 3 1
## 1035 3 3 2
## 1036 3 4 0
## 1037 4 2 0
## 1038 3 3 1
## 1039 4 3 0
## 1040 3 1 1
## 1041 3 2 0
## 1042 3 2 0
## 1043 3 3 2
## 1044 3 4 1
## 1045 3 3 0
## 1046 3 1 2
## 1047 3 1 2
## 1048 3 2 2
## 1049 3 4 0
## 1050 3 4 2
## 1051 3 2 1
## 1052 3 1 0
## 1053 3 4 0
## 1054 3 2 1
## 1055 3 3 0
## 1056 3 3 1
## 1057 3 3 1
## 1058 4 3 1
## 1059 3 3 0
## 1060 3 1 0
## 1061 4 1 1
## 1062 3 1 1
## 1063 4 3 1
## 1064 4 2 1
## 1065 3 4 1
## 1066 3 4 1
## 1067 3 2 3
## 1068 3 4 0
## 1069 3 1 2
## 1070 3 4 1
## 1071 3 2 1
## 1072 3 2 1
## 1073 3 4 0
## 1074 3 3 1
## 1075 3 3 1
## 1076 4 1 0
## 1077 3 4 1
## 1078 3 1 1
## 1079 3 4 0
## 1080 3 2 1
## 1081 3 4 0
## 1082 3 4 1
## 1083 3 1 1
## 1084 3 3 0
## 1085 4 2 0
## 1086 4 3 1
## 1087 3 3 1
## 1088 3 2 1
## 1089 3 3 1
## 1090 3 4 0
## 1091 3 1 2
## 1092 4 1 1
## 1093 3 3 3
## 1094 3 2 1
## 1095 3 4 2
## 1096 3 2 1
## 1097 3 1 1
## 1098 3 3 1
## 1099 3 3 1
## 1100 3 2 0
## 1101 3 2 1
## 1102 3 3 2
## 1103 3 4 1
## 1104 3 4 1
## 1105 3 3 0
## 1106 3 4 2
## 1107 3 4 2
## 1108 3 2 0
## 1109 3 4 0
## 1110 3 4 1
## 1111 3 4 1
## 1112 3 3 1
## 1113 3 4 0
## 1114 3 1 1
## 1115 4 2 0
## 1116 3 4 1
## 1117 3 4 0
## 1118 3 1 3
## 1119 3 4 1
## 1120 3 4 2
## 1121 3 2 1
## 1122 4 3 0
## 1123 4 2 0
## 1124 4 4 1
## 1125 3 4 0
## 1126 4 1 0
## 1127 3 4 1
## 1128 4 2 1
## 1129 3 2 0
## 1130 3 1 1
## 1131 3 1 1
## 1132 3 4 2
## 1133 3 2 2
## 1134 4 2 0
## 1135 4 1 0
## 1136 3 1 2
## 1137 4 2 1
## 1138 3 4 1
## 1139 3 3 2
## 1140 4 1 1
## 1141 4 2 1
## 1142 3 4 1
## 1143 3 2 0
## 1144 3 2 0
## 1145 3 3 0
## 1146 3 3 0
## 1147 3 1 0
## 1148 3 2 1
## 1149 3 1 3
## 1150 3 1 3
## 1151 3 4 3
## 1152 4 2 0
## 1153 3 4 0
## 1154 3 4 0
## 1155 3 3 0
## 1156 3 3 0
## 1157 3 3 3
## 1158 4 4 1
## 1159 3 3 1
## 1160 4 4 2
## 1161 3 3 0
## 1162 3 4 0
## 1163 3 2 0
## 1164 3 4 0
## 1165 3 1 1
## 1166 4 3 1
## 1167 4 4 1
## 1168 3 2 0
## 1169 3 3 2
## 1170 3 1 1
## TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1 8 3 2 5
## 2 21 2 4 20
## 3 10 2 3 2
## 4 14 3 3 14
## 5 6 2 3 6
## 6 9 4 2 9
## 7 7 5 2 4
## 8 8 5 3 1
## 9 1 2 3 1
## 10 8 3 2 8
## 11 21 2 3 16
## 12 3 2 3 3
## 13 17 3 4 8
## 14 1 3 3 1
## 15 10 3 4 7
## 16 9 2 2 9
## 17 8 2 4 8
## 18 7 2 4 1
## 19 6 3 3 5
## 20 10 5 3 2
## 21 13 2 3 3
## 22 12 3 3 2
## 23 10 3 3 8
## 24 10 3 3 5
## 25 6 3 3 5
## 26 26 5 3 22
## 27 10 3 3 9
## 28 6 3 3 5
## 29 15 2 2 2
## 30 5 3 3 4
## 31 9 2 4 8
## 32 14 6 3 14
## 33 28 2 2 7
## 34 10 2 3 8
## 35 8 1 3 1
## 36 5 3 1 5
## 37 15 3 3 13
## 38 16 3 3 2
## 39 36 4 3 7
## 40 3 4 3 2
## 41 37 0 2 16
## 42 9 3 3 8
## 43 17 2 2 2
## 44 24 2 3 1
## 45 1 2 3 1
## 46 12 3 3 12
## 47 10 2 3 0
## 48 9 2 3 8
## 49 0 3 3 0
## 50 6 1 1 2
## 51 8 3 2 0
## 52 32 3 3 9
## 53 10 5 3 10
## 54 9 5 2 9
## 55 11 2 3 11
## 56 5 2 3 5
## 57 7 2 3 2
## 58 10 3 3 10
## 59 15 2 3 5
## 60 1 4 3 1
## 61 16 6 3 16
## 62 10 0 3 7
## 63 3 1 3 2
## 64 0 4 1 0
## 65 1 3 1 1
## 66 7 5 2 6
## 67 17 3 3 17
## 68 5 6 4 5
## 69 5 2 2 3
## 70 17 3 3 17
## 71 12 3 3 5
## 72 6 4 3 5
## 73 8 1 3 1
## 74 6 4 3 1
## 75 10 2 2 8
## 76 12 2 3 12
## 77 10 3 3 10
## 78 27 5 1 26
## 79 23 2 3 19
## 80 1 4 3 1
## 81 15 2 1 1
## 82 17 3 3 7
## 83 10 1 3 8
## 84 13 2 3 7
## 85 18 2 3 16
## 86 30 4 3 5
## 87 20 2 3 7
## 88 5 2 1 4
## 89 9 0 3 9
## 90 22 2 2 2
## 91 1 3 3 1
## 92 11 3 1 11
## 93 7 3 3 0
## 94 10 4 3 5
## 95 21 5 3 5
## 96 20 3 3 20
## 97 23 2 4 13
## 98 17 2 4 1
## 99 4 3 3 3
## 100 7 2 2 5
## 101 6 3 4 5
## 102 13 5 3 13
## 103 6 3 3 3
## 104 5 3 4 3
## 105 35 2 2 9
## 106 8 2 3 8
## 107 10 1 3 10
## 108 35 0 3 10
## 109 13 2 4 9
## 110 4 4 3 4
## 111 3 2 3 3
## 112 26 2 2 9
## 113 18 4 3 8
## 114 16 2 4 1
## 115 15 2 3 7
## 116 10 2 3 10
## 117 5 4 3 4
## 118 10 2 3 4
## 119 13 2 3 9
## 120 14 2 4 14
## 121 10 2 3 8
## 122 2 6 3 2
## 123 18 2 3 5
## 124 8 2 3 7
## 125 10 3 2 10
## 126 10 2 3 10
## 127 10 5 3 10
## 128 10 2 2 9
## 129 20 3 1 20
## 130 25 5 3 19
## 131 10 3 2 10
## 132 8 1 4 5
## 133 7 4 4 6
## 134 7 3 3 5
## 135 9 3 4 9
## 136 8 2 3 8
## 137 1 1 3 1
## 138 22 2 3 10
## 139 8 2 1 2
## 140 12 3 3 5
## 141 33 0 3 19
## 142 2 3 3 2
## 143 13 3 3 8
## 144 7 5 4 5
## 145 15 0 3 12
## 146 4 3 2 4
## 147 8 5 3 8
## 148 8 6 1 2
## 149 6 2 3 4
## 150 6 5 2 5
## 151 9 2 1 3
## 152 10 2 2 10
## 153 13 3 2 13
## 154 11 3 1 3
## 155 1 3 3 1
## 156 4 2 4 2
## 157 15 4 3 11
## 158 21 4 3 18
## 159 18 1 3 8
## 160 20 6 3 1
## 161 10 1 2 10
## 162 10 2 2 10
## 163 6 3 3 5
## 164 10 1 3 3
## 165 12 3 2 11
## 166 2 3 2 2
## 167 27 2 3 4
## 168 10 2 3 6
## 169 18 3 3 10
## 170 11 1 3 7
## 171 10 2 2 8
## 172 16 4 4 8
## 173 28 3 2 2
## 174 10 3 3 9
## 175 22 3 4 17
## 176 2 6 4 2
## 177 24 2 3 5
## 178 6 2 3 3
## 179 9 2 3 9
## 180 12 2 4 8
## 181 15 2 4 7
## 182 11 3 3 7
## 183 18 2 3 3
## 184 9 3 3 2
## 185 8 3 3 8
## 186 5 3 2 5
## 187 7 6 3 7
## 188 29 2 3 3
## 189 28 4 2 10
## 190 5 3 4 5
## 191 11 2 3 10
## 192 9 3 3 3
## 193 19 5 2 10
## 194 14 2 3 9
## 195 5 2 3 4
## 196 1 0 2 1
## 197 10 4 3 4
## 198 22 3 3 9
## 199 24 4 3 22
## 200 1 2 3 1
## 201 22 2 2 1
## 202 10 3 3 10
## 203 14 3 3 14
## 204 10 4 3 7
## 205 6 5 3 4
## 206 8 0 3 8
## 207 7 2 2 4
## 208 17 2 3 1
## 209 8 3 3 3
## 210 12 2 3 9
## 211 21 3 3 20
## 212 21 3 4 1
## 213 4 2 3 1
## 214 8 4 3 4
## 215 5 0 3 4
## 216 8 3 4 3
## 217 18 4 3 1
## 218 24 3 3 22
## 219 5 4 2 5
## 220 8 2 2 8
## 221 6 5 3 6
## 222 5 4 3 1
## 223 7 2 3 6
## 224 1 2 1 1
## 225 10 0 4 5
## 226 12 6 2 12
## 227 1 3 3 1
## 228 4 2 2 4
## 229 4 2 2 3
## 230 30 3 3 15
## 231 10 3 3 10
## 232 2 3 3 2
## 233 25 3 1 23
## 234 16 4 3 6
## 235 25 3 4 25
## 236 17 2 1 14
## 237 24 2 2 22
## 238 6 2 2 6
## 239 6 3 3 2
## 240 19 3 3 14
## 241 10 5 2 10
## 242 22 4 3 0
## 243 6 3 3 5
## 244 6 2 3 3
## 245 10 2 2 10
## 246 8 5 3 4
## 247 11 2 2 11
## 248 3 2 3 2
## 249 12 4 2 6
## 250 22 2 3 18
## 251 1 2 2 1
## 252 12 3 3 7
## 253 1 3 3 1
## 254 2 4 3 1
## 255 16 5 3 9
## 256 7 2 2 3
## 257 2 5 2 2
## 258 8 3 3 3
## 259 9 3 3 5
## 260 7 2 2 2
## 261 3 3 4 1
## 262 11 2 1 9
## 263 8 2 1 5
## 264 3 5 3 3
## 265 6 2 3 5
## 266 6 5 3 5
## 267 16 3 2 14
## 268 1 2 3 1
## 269 9 2 3 9
## 270 7 1 2 6
## 271 10 3 4 8
## 272 11 2 3 11
## 273 9 5 3 9
## 274 11 3 2 3
## 275 36 3 3 24
## 276 28 2 3 5
## 277 2 1 3 2
## 278 9 5 3 8
## 279 6 1 3 6
## 280 4 2 3 3
## 281 10 3 3 10
## 282 20 3 3 18
## 283 12 3 3 5
## 284 13 3 3 7
## 285 7 2 4 7
## 286 15 3 3 15
## 287 1 2 3 1
## 288 3 2 3 2
## 289 10 6 3 9
## 290 3 1 2 3
## 291 8 2 3 5
## 292 11 3 3 9
## 293 7 2 2 7
## 294 14 3 1 13
## 295 21 2 3 21
## 296 5 3 3 2
## 297 10 2 2 10
## 298 9 3 3 9
## 299 4 0 3 3
## 300 5 4 2 3
## 301 10 3 3 10
## 302 9 3 2 9
## 303 8 1 3 4
## 304 10 5 3 10
## 305 7 4 3 1
## 306 6 2 2 5
## 307 8 5 3 1
## 308 6 2 3 0
## 309 17 3 3 8
## 310 4 4 3 3
## 311 9 3 2 2
## 312 22 3 3 20
## 313 7 2 1 7
## 314 10 2 3 1
## 315 10 1 3 2
## 316 9 0 3 9
## 317 6 3 3 4
## 318 4 2 2 4
## 319 8 2 4 5
## 320 1 2 3 1
## 321 5 3 3 3
## 322 10 4 2 10
## 323 10 3 2 5
## 324 19 2 3 16
## 325 21 3 3 21
## 326 1 2 3 1
## 327 23 4 2 22
## 328 9 3 2 4
## 329 20 3 3 20
## 330 21 5 3 20
## 331 23 2 3 8
## 332 14 2 2 14
## 333 6 2 2 5
## 334 9 3 3 9
## 335 30 3 3 3
## 336 14 4 3 13
## 337 5 3 3 5
## 338 7 1 2 6
## 339 5 4 3 0
## 340 1 6 3 1
## 341 6 3 4 1
## 342 2 2 3 2
## 343 9 2 3 3
## 344 1 2 3 1
## 345 8 3 3 4
## 346 21 3 3 20
## 347 5 3 2 3
## 348 6 6 1 6
## 349 6 3 3 0
## 350 30 1 2 10
## 351 18 3 4 13
## 352 10 3 2 8
## 353 16 3 1 1
## 354 8 2 3 2
## 355 23 3 4 22
## 356 15 2 3 13
## 357 5 3 2 5
## 358 6 2 4 2
## 359 9 3 3 9
## 360 16 4 3 15
## 361 34 5 3 33
## 362 1 3 3 1
## 363 33 3 3 32
## 364 22 5 3 21
## 365 23 5 3 19
## 366 36 0 2 7
## 367 15 2 4 11
## 368 9 5 4 8
## 369 4 2 3 2
## 370 10 0 2 7
## 371 4 1 3 4
## 372 10 3 3 9
## 373 24 2 3 24
## 374 8 2 1 8
## 375 2 3 3 2
## 376 32 2 3 32
## 377 18 1 3 17
## 378 14 4 3 0
## 379 6 2 2 5
## 380 7 2 3 5
## 381 21 2 3 3
## 382 8 3 3 8
## 383 15 3 3 2
## 384 3 3 3 0
## 385 18 2 4 10
## 386 15 3 3 15
## 387 10 3 4 10
## 388 8 2 4 3
## 389 17 2 2 13
## 390 3 3 3 3
## 391 6 1 3 3
## 392 5 2 2 2
## 393 4 3 4 4
## 394 22 5 4 18
## 395 8 2 3 2
## 396 3 2 1 2
## 397 26 2 1 3
## 398 2 0 3 2
## 399 13 2 2 13
## 400 16 2 2 2
## 401 11 2 3 5
## 402 11 5 3 5
## 403 7 2 3 2
## 404 9 6 3 3
## 405 6 3 2 6
## 406 21 3 2 1
## 407 13 3 3 12
## 408 7 4 3 7
## 409 31 3 3 25
## 410 22 3 3 4
## 411 6 3 3 5
## 412 10 3 3 10
## 413 8 1 3 1
## 414 4 2 4 0
## 415 3 3 2 2
## 416 15 6 3 7
## 417 12 2 2 11
## 418 4 2 3 1
## 419 14 2 2 14
## 420 10 2 3 10
## 421 5 2 3 5
## 422 15 2 3 13
## 423 12 3 2 7
## 424 0 5 4 0
## 425 5 0 3 5
## 426 18 5 3 1
## 427 1 2 2 1
## 428 3 4 4 3
## 429 4 2 1 3
## 430 13 3 3 11
## 431 5 3 3 5
## 432 6 0 3 4
## 433 20 2 3 4
## 434 1 2 3 1
## 435 11 2 2 1
## 436 8 3 3 8
## 437 5 3 2 2
## 438 8 6 2 7
## 439 3 2 3 3
## 440 10 4 2 9
## 441 10 2 3 8
## 442 9 2 3 5
## 443 5 5 1 0
## 444 8 2 3 2
## 445 24 3 3 2
## 446 17 2 2 6
## 447 19 4 4 13
## 448 10 2 2 0
## 449 10 2 3 10
## 450 10 2 3 10
## 451 10 6 3 9
## 452 6 3 2 5
## 453 10 2 3 10
## 454 10 2 2 10
## 455 21 3 1 3
## 456 21 3 2 21
## 457 10 2 3 10
## 458 11 2 1 10
## 459 5 3 4 3
## 460 10 2 2 10
## 461 8 4 3 2
## 462 15 4 3 4
## 463 16 3 3 2
## 464 9 3 2 5
## 465 6 4 3 1
## 466 6 3 3 3
## 467 7 3 2 3
## 468 5 3 3 1
## 469 7 6 3 2
## 470 5 3 3 4
## 471 6 3 2 5
## 472 1 3 2 1
## 473 17 3 4 0
## 474 9 2 2 6
## 475 4 5 2 4
## 476 14 4 3 9
## 477 9 2 3 1
## 478 8 5 3 0
## 479 12 2 1 5
## 480 16 2 3 16
## 481 6 5 2 5
## 482 8 2 3 6
## 483 16 3 3 15
## 484 19 3 3 2
## 485 40 3 2 40
## 486 8 0 1 6
## 487 1 3 2 1
## 488 5 1 2 5
## 489 23 2 3 1
## 490 10 2 3 5
## 491 22 4 3 3
## 492 25 2 3 3
## 493 8 2 3 5
## 494 11 3 1 11
## 495 10 4 3 10
## 496 29 2 2 20
## 497 8 3 2 2
## 498 4 3 2 4
## 499 17 3 2 7
## 500 10 1 3 3
## 501 31 0 2 10
## 502 6 4 3 4
## 503 19 3 3 9
## 504 10 1 3 10
## 505 26 2 4 20
## 506 12 2 3 7
## 507 1 2 3 1
## 508 14 5 3 4
## 509 13 2 3 9
## 510 23 0 3 22
## 511 10 1 3 10
## 512 13 2 3 6
## 513 10 3 2 5
## 514 15 1 3 15
## 515 3 3 2 3
## 516 13 3 3 4
## 517 1 2 3 1
## 518 7 6 2 5
## 519 10 6 3 9
## 520 5 3 3 4
## 521 6 3 3 5
## 522 1 3 3 1
## 523 25 2 3 1
## 524 31 5 3 31
## 525 7 6 3 1
## 526 30 2 3 15
## 527 9 3 4 5
## 528 6 2 2 6
## 529 6 3 3 6
## 530 7 2 3 5
## 531 20 4 2 19
## 532 15 5 3 1
## 533 10 3 3 10
## 534 9 6 3 5
## 535 7 4 2 7
## 536 7 3 4 5
## 537 10 2 3 1
## 538 4 5 3 3
## 539 6 4 3 5
## 540 9 3 4 6
## 541 10 4 2 10
## 542 14 1 3 10
## 543 1 2 2 1
## 544 14 3 3 1
## 545 6 3 3 6
## 546 10 3 3 10
## 547 29 3 2 26
## 548 10 6 3 1
## 549 19 2 3 10
## 550 6 3 3 6
## 551 22 3 3 22
## 552 6 6 3 5
## 553 10 2 2 10
## 554 13 2 2 0
## 555 5 5 1 3
## 556 17 3 2 3
## 557 19 3 3 1
## 558 6 3 3 6
## 559 10 3 2 9
## 560 8 3 3 8
## 561 13 3 2 8
## 562 23 3 3 2
## 563 4 2 3 2
## 564 13 2 4 11
## 565 7 2 3 2
## 566 6 2 3 4
## 567 9 5 3 6
## 568 10 4 3 10
## 569 10 6 3 5
## 570 22 2 3 12
## 571 14 3 3 5
## 572 1 3 2 1
## 573 7 2 3 7
## 574 10 5 3 10
## 575 6 5 4 5
## 576 7 2 4 7
## 577 20 3 2 1
## 578 7 5 3 5
## 579 10 2 1 9
## 580 6 2 3 6
## 581 7 6 2 3
## 582 16 2 3 1
## 583 15 2 3 1
## 584 8 2 3 8
## 585 9 5 4 4
## 586 15 2 4 7
## 587 17 3 3 13
## 588 10 4 3 5
## 589 8 6 3 3
## 590 4 3 3 2
## 591 4 2 2 4
## 592 16 2 4 15
## 593 5 3 4 3
## 594 10 3 2 9
## 595 18 2 3 18
## 596 9 5 3 9
## 597 16 2 3 13
## 598 20 3 3 1
## 599 6 0 3 6
## 600 6 2 2 2
## 601 1 2 3 1
## 602 9 3 2 6
## 603 9 4 2 8
## 604 10 5 3 10
## 605 2 3 3 2
## 606 32 3 3 5
## 607 20 2 2 4
## 608 8 3 3 8
## 609 8 2 3 7
## 610 3 2 2 2
## 611 10 0 3 9
## 612 10 3 3 8
## 613 13 3 4 9
## 614 1 3 4 1
## 615 10 2 4 8
## 616 15 3 4 15
## 617 8 5 3 5
## 618 9 2 2 4
## 619 9 5 3 7
## 620 1 3 3 1
## 621 1 5 3 1
## 622 20 3 4 19
## 623 10 2 3 4
## 624 9 2 3 9
## 625 8 2 2 0
## 626 5 2 3 5
## 627 5 3 3 5
## 628 12 3 3 11
## 629 23 4 3 3
## 630 9 3 4 8
## 631 19 2 4 5
## 632 14 3 2 14
## 633 19 1 3 1
## 634 7 2 3 1
## 635 10 1 2 1
## 636 2 2 4 2
## 637 23 3 3 22
## 638 9 2 2 8
## 639 6 3 3 6
## 640 5 3 3 4
## 641 1 2 3 1
## 642 15 3 3 7
## 643 31 3 4 9
## 644 5 2 3 5
## 645 5 2 1 1
## 646 15 2 2 12
## 647 0 0 3 0
## 648 3 3 4 3
## 649 16 2 3 15
## 650 10 3 1 4
## 651 3 3 3 3
## 652 12 3 3 11
## 653 20 3 2 18
## 654 15 3 1 0
## 655 4 3 3 2
## 656 5 3 3 5
## 657 16 5 1 10
## 658 26 2 3 14
## 659 8 3 3 5
## 660 6 3 3 6
## 661 10 2 3 10
## 662 14 3 3 7
## 663 13 5 2 10
## 664 3 4 2 3
## 665 10 2 3 9
## 666 10 5 4 3
## 667 11 5 3 11
## 668 8 2 3 4
## 669 10 3 3 10
## 670 36 2 3 10
## 671 16 3 4 5
## 672 6 5 3 6
## 673 5 5 3 4
## 674 10 3 2 10
## 675 5 0 3 3
## 676 26 2 3 11
## 677 10 2 3 9
## 678 10 2 4 10
## 679 18 3 3 4
## 680 13 2 4 7
## 681 5 1 4 5
## 682 8 1 3 3
## 683 10 2 2 3
## 684 12 2 1 5
## 685 5 2 1 5
## 686 13 6 4 13
## 687 9 1 3 8
## 688 7 3 3 3
## 689 1 3 2 1
## 690 13 3 3 11
## 691 10 2 3 6
## 692 10 2 2 10
## 693 14 6 3 1
## 694 3 4 3 1
## 695 6 2 2 6
## 696 3 3 2 3
## 697 23 3 3 2
## 698 16 3 4 13
## 699 0 2 4 0
## 700 25 2 3 4
## 701 1 3 3 1
## 702 6 3 2 6
## 703 16 6 2 13
## 704 6 3 3 5
## 705 7 2 2 2
## 706 16 3 3 14
## 707 14 2 2 7
## 708 8 3 3 3
## 709 5 3 3 5
## 710 31 3 3 31
## 711 9 2 3 9
## 712 32 3 2 1
## 713 7 4 2 1
## 714 16 2 3 13
## 715 10 1 3 10
## 716 1 2 3 1
## 717 10 3 3 10
## 718 10 4 4 8
## 719 13 2 4 11
## 720 10 3 2 9
## 721 10 2 3 10
## 722 9 2 2 4
## 723 10 2 3 4
## 724 15 2 2 14
## 725 8 3 3 0
## 726 5 3 3 4
## 727 10 3 3 5
## 728 5 4 4 5
## 729 1 3 1 1
## 730 3 2 3 2
## 731 4 2 4 1
## 732 12 3 2 1
## 733 1 2 3 1
## 734 6 2 3 4
## 735 1 4 1 1
## 736 9 5 2 8
## 737 21 2 2 20
## 738 13 2 3 6
## 739 5 3 3 5
## 740 9 3 3 3
## 741 6 3 3 2
## 742 10 3 2 5
## 743 10 2 3 10
## 744 3 3 1 3
## 745 6 3 2 5
## 746 2 3 3 1
## 747 4 3 3 2
## 748 14 3 3 13
## 749 6 2 4 6
## 750 4 2 4 3
## 751 2 3 3 2
## 752 3 2 4 3
## 753 32 3 3 30
## 754 14 2 3 8
## 755 16 5 1 4
## 756 9 5 3 5
## 757 10 2 1 10
## 758 20 0 2 3
## 759 7 5 2 0
## 760 26 2 3 24
## 761 3 5 3 0
## 762 26 3 2 26
## 763 19 4 3 19
## 764 19 3 3 18
## 765 4 1 1 3
## 766 10 3 3 10
## 767 10 3 3 10
## 768 20 2 3 1
## 769 12 3 2 6
## 770 15 2 3 15
## 771 9 6 2 7
## 772 24 2 3 24
## 773 20 1 3 19
## 774 2 0 2 1
## 775 24 3 1 20
## 776 2 3 3 2
## 777 6 3 4 5
## 778 1 3 3 1
## 779 7 5 3 7
## 780 4 3 4 2
## 781 4 5 2 4
## 782 20 4 3 20
## 783 7 4 4 4
## 784 10 3 2 10
## 785 4 3 1 1
## 786 9 3 4 3
## 787 15 2 3 2
## 788 11 3 2 8
## 789 34 2 3 1
## 790 2 3 2 2
## 791 10 3 3 3
## 792 9 3 3 3
## 793 10 6 4 5
## 794 17 2 3 17
## 795 7 0 3 7
## 796 10 3 3 10
## 797 21 2 3 20
## 798 1 6 3 1
## 799 1 2 4 1
## 800 13 3 3 5
## 801 10 3 3 5
## 802 10 2 4 6
## 803 21 3 3 21
## 804 9 2 3 8
## 805 17 3 4 3
## 806 15 1 3 12
## 807 6 3 2 3
## 808 2 6 3 2
## 809 10 2 2 10
## 810 6 3 2 5
## 811 12 4 3 12
## 812 7 2 2 3
## 813 5 2 4 5
## 814 27 2 3 5
## 815 3 3 3 2
## 816 15 5 3 14
## 817 12 4 2 0
## 818 14 3 4 13
## 819 6 3 3 5
## 820 6 0 3 2
## 821 6 3 3 3
## 822 10 2 3 3
## 823 8 2 3 8
## 824 2 5 2 2
## 825 7 2 3 3
## 826 23 0 3 2
## 827 10 2 3 1
## 828 4 3 3 3
## 829 9 4 2 6
## 830 32 2 3 32
## 831 9 2 3 9
## 832 0 2 2 0
## 833 6 2 3 6
## 834 1 4 3 1
## 835 34 3 3 33
## 836 9 6 3 9
## 837 8 2 3 6
## 838 10 3 3 10
## 839 28 4 3 22
## 840 29 3 3 22
## 841 0 2 3 0
## 842 10 3 2 10
## 843 31 3 3 9
## 844 10 0 2 9
## 845 6 3 3 2
## 846 10 2 3 10
## 847 1 3 3 1
## 848 19 5 2 18
## 849 8 6 3 6
## 850 8 3 3 7
## 851 4 2 3 2
## 852 10 5 3 10
## 853 10 3 3 9
## 854 9 2 3 8
## 855 4 2 3 3
## 856 1 3 3 1
## 857 8 5 3 5
## 858 10 2 3 10
## 859 7 2 3 5
## 860 10 2 3 10
## 861 8 6 2 7
## 862 23 3 4 21
## 863 9 3 2 5
## 864 28 2 2 22
## 865 10 4 4 3
## 866 11 2 3 10
## 867 4 2 3 3
## 868 11 4 2 5
## 869 7 2 2 3
## 870 10 5 3 6
## 871 7 5 3 7
## 872 5 4 3 3
## 873 24 2 2 19
## 874 5 3 3 5
## 875 7 3 3 7
## 876 19 6 4 1
## 877 8 2 4 7
## 878 2 2 1 2
## 879 10 2 2 10
## 880 29 1 2 5
## 881 28 1 4 7
## 882 7 3 3 4
## 883 6 5 2 6
## 884 5 3 3 4
## 885 10 2 3 0
## 886 4 3 4 3
## 887 11 3 3 7
## 888 7 3 3 0
## 889 10 3 2 7
## 890 6 2 1 5
## 891 9 4 3 9
## 892 9 3 3 4
## 893 9 3 3 9
## 894 6 3 3 6
## 895 29 3 3 8
## 896 12 4 2 9
## 897 11 2 2 0
## 898 21 3 2 20
## 899 10 6 4 10
## 900 6 3 3 2
## 901 6 3 3 2
## 902 11 4 2 1
## 903 18 2 3 8
## 904 8 3 2 1
## 905 26 4 4 9
## 906 4 3 3 3
## 907 21 5 2 10
## 908 8 2 2 6
## 909 2 3 2 2
## 910 1 2 3 1
## 911 25 2 3 8
## 912 7 2 3 6
## 913 7 5 2 4
## 914 14 6 3 11
## 915 8 6 3 2
## 916 5 2 3 4
## 917 3 3 3 3
## 918 5 4 3 5
## 919 1 5 3 1
## 920 12 3 2 1
## 921 4 3 3 3
## 922 1 2 3 1
## 923 9 3 2 1
## 924 10 3 4 4
## 925 36 6 3 10
## 926 10 3 3 7
## 927 10 4 4 10
## 928 20 3 3 18
## 929 1 2 2 1
## 930 8 2 2 7
## 931 15 3 3 15
## 932 10 6 3 7
## 933 10 2 3 10
## 934 3 3 2 1
## 935 1 2 3 1
## 936 4 2 2 0
## 937 17 3 3 4
## 938 18 2 3 4
## 939 18 2 3 7
## 940 1 3 3 1
## 941 15 3 1 5
## 942 11 3 3 7
## 943 28 3 2 21
## 944 4 2 3 3
## 945 0 2 3 0
## 946 6 0 4 6
## 947 1 3 3 1
## 948 3 3 1 3
## 949 8 2 2 7
## 950 8 2 3 5
## 951 10 1 2 6
## 952 8 3 2 7
## 953 8 3 2 4
## 954 6 3 2 5
## 955 9 2 2 5
## 956 9 2 4 5
## 957 37 3 2 6
## 958 10 2 3 8
## 959 21 2 3 2
## 960 40 2 3 31
## 961 6 1 3 6
## 962 9 3 3 9
## 963 13 3 2 4
## 964 12 3 1 8
## 965 2 2 3 2
## 966 29 2 2 27
## 967 5 3 1 5
## 968 10 2 3 10
## 969 32 3 3 2
## 970 5 2 3 3
## 971 7 5 3 7
## 972 10 2 1 9
## 973 5 2 2 4
## 974 1 0 4 1
## 975 5 6 3 4
## 976 4 3 2 4
## 977 19 0 3 2
## 978 6 2 3 5
## 979 17 2 3 17
## 980 23 2 4 1
## 981 6 5 3 5
## 982 15 3 3 3
## 983 6 3 2 2
## 984 5 2 3 4
## 985 8 2 2 6
## 986 8 2 3 4
## 987 1 5 3 0
## 988 7 3 2 4
## 989 21 2 3 21
## 990 3 5 3 2
## 991 13 2 3 5
## 992 5 1 3 5
## 993 12 2 1 11
## 994 5 2 3 0
## 995 6 1 3 5
## 996 16 3 3 16
## 997 3 0 2 2
## 998 29 3 2 20
## 999 12 2 3 10
## 1000 1 2 1 1
## 1001 16 2 3 4
## 1002 5 3 3 0
## 1003 10 4 2 9
## 1004 20 2 3 5
## 1005 10 3 2 8
## 1006 9 3 2 4
## 1007 2 3 3 2
## 1008 10 2 3 2
## 1009 26 6 3 7
## 1010 13 3 1 7
## 1011 17 5 3 1
## 1012 12 3 3 1
## 1013 13 2 3 13
## 1014 11 3 2 7
## 1015 9 5 2 6
## 1016 8 0 3 6
## 1017 10 4 3 9
## 1018 10 3 3 10
## 1019 12 2 3 10
## 1020 0 2 3 0
## 1021 9 3 4 8
## 1022 7 6 3 1
## 1023 7 2 3 2
## 1024 25 3 2 23
## 1025 21 2 2 7
## 1026 21 3 2 6
## 1027 9 1 3 2
## 1028 5 3 3 5
## 1029 4 3 3 2
## 1030 24 1 3 20
## 1031 4 3 2 3
## 1032 10 5 3 9
## 1033 9 3 3 9
## 1034 1 3 2 1
## 1035 11 2 4 8
## 1036 1 5 3 1
## 1037 6 5 2 6
## 1038 16 1 4 9
## 1039 9 3 3 4
## 1040 11 3 2 8
## 1041 6 2 4 5
## 1042 6 1 3 3
## 1043 10 2 3 9
## 1044 18 1 2 18
## 1045 5 3 2 5
## 1046 1 2 3 1
## 1047 7 2 3 5
## 1048 12 2 3 10
## 1049 8 2 3 8
## 1050 7 2 2 2
## 1051 34 4 3 33
## 1052 8 2 3 8
## 1053 8 3 3 5
## 1054 6 2 3 2
## 1055 6 0 2 4
## 1056 6 5 3 2
## 1057 6 1 3 2
## 1058 22 3 3 17
## 1059 19 4 2 10
## 1060 6 2 1 5
## 1061 13 2 2 12
## 1062 9 3 3 9
## 1063 15 2 1 13
## 1064 3 2 3 3
## 1065 12 2 3 5
## 1066 5 2 4 4
## 1067 20 2 3 5
## 1068 33 5 1 29
## 1069 5 2 3 4
## 1070 4 2 3 2
## 1071 5 4 3 1
## 1072 13 5 1 13
## 1073 2 2 3 2
## 1074 10 3 3 7
## 1075 6 3 3 0
## 1076 28 2 3 26
## 1077 26 3 2 14
## 1078 10 2 3 10
## 1079 10 2 3 8
## 1080 19 3 3 5
## 1081 8 2 3 2
## 1082 4 5 3 4
## 1083 1 3 2 1
## 1084 15 2 3 11
## 1085 10 2 3 9
## 1086 20 2 3 18
## 1087 6 3 3 5
## 1088 6 0 1 1
## 1089 6 4 3 5
## 1090 6 3 3 6
## 1091 7 2 3 7
## 1092 15 4 2 15
## 1093 10 1 3 10
## 1094 7 2 4 5
## 1095 6 2 3 6
## 1096 8 2 2 6
## 1097 17 2 2 3
## 1098 6 0 2 4
## 1099 8 4 3 8
## 1100 10 4 1 10
## 1101 21 2 3 20
## 1102 8 5 3 5
## 1103 13 0 3 8
## 1104 35 3 3 5
## 1105 8 6 3 6
## 1106 8 2 2 7
## 1107 9 3 2 9
## 1108 10 1 4 2
## 1109 7 2 3 7
## 1110 6 2 1 5
## 1111 15 5 3 14
## 1112 14 1 1 6
## 1113 15 2 4 7
## 1114 18 4 3 4
## 1115 25 3 3 17
## 1116 8 2 2 7
## 1117 18 2 2 1
## 1118 10 6 3 9
## 1119 24 3 3 6
## 1120 8 3 3 8
## 1121 20 3 3 3
## 1122 27 3 2 5
## 1123 10 6 3 10
## 1124 22 1 3 20
## 1125 2 5 2 1
## 1126 1 5 4 0
## 1127 6 4 3 6
## 1128 9 3 3 5
## 1129 22 2 3 22
## 1130 4 3 2 4
## 1131 9 3 3 2
## 1132 21 4 3 19
## 1133 10 4 3 10
## 1134 4 3 3 4
## 1135 10 2 4 5
## 1136 6 2 3 5
## 1137 17 3 3 5
## 1138 10 2 3 9
## 1139 17 6 2 16
## 1140 14 3 3 14
## 1141 10 2 3 9
## 1142 10 2 3 9
## 1143 27 3 3 15
## 1144 4 3 3 4
## 1145 14 3 3 10
## 1146 8 3 3 5
## 1147 6 3 4 4
## 1148 4 0 2 2
## 1149 3 5 3 3
## 1150 11 3 3 11
## 1151 4 2 3 4
## 1152 8 3 3 6
## 1153 20 4 2 4
## 1154 1 4 2 1
## 1155 16 2 2 15
## 1156 21 6 3 7
## 1157 5 3 3 3
## 1158 15 2 3 1
## 1159 4 0 3 4
## 1160 7 0 3 3
## 1161 6 4 3 6
## 1162 10 4 4 1
## 1163 11 3 4 11
## 1164 12 3 4 6
## 1165 8 2 3 8
## 1166 2 2 3 2
## 1167 14 6 3 11
## 1168 6 6 3 5
## 1169 6 5 2 5
## 1170 8 3 2 8
## YearsInCurrentRole YearsSinceLastPromotion LogMonthlyIncome
## 1 2 0 8.390041
## 2 7 4 9.884610
## 3 2 2 9.144414
## 4 10 5 9.251674
## 5 3 1 8.232174
## 6 7 1 9.081711
## 7 2 0 7.662468
## 8 0 0 8.808967
## 9 1 0 7.705262
## 10 2 7 8.529714
## 11 12 6 9.872616
## 12 2 2 7.903227
## 13 5 1 9.232200
## 14 0 0 7.814400
## 15 6 5 8.138273
## 16 8 0 8.843904
## 17 7 6 8.813587
## 18 0 0 8.567506
## 19 0 1 7.983440
## 20 0 2 8.523772
## 21 2 0 9.087834
## 22 2 2 9.002085
## 23 7 4 8.644530
## 24 2 0 8.581482
## 25 0 1 8.846353
## 26 9 3 9.809891
## 27 8 7 9.202711
## 28 2 0 9.014812
## 29 2 2 9.254166
## 30 3 1 8.356555
## 31 7 0 8.448486
## 32 11 2 7.614805
## 33 7 7 9.733411
## 34 0 1 7.722235
## 35 0 0 9.177714
## 36 1 0 7.935230
## 37 12 6 9.240482
## 38 2 2 8.721602
## 39 3 7 9.889236
## 40 2 2 7.934155
## 41 9 14 9.698368
## 42 7 3 8.799662
## 43 2 2 7.858254
## 44 0 0 9.883948
## 45 0 0 7.109062
## 46 9 5 8.208764
## 47 0 0 8.815073
## 48 7 2 9.075665
## 49 0 0 7.537963
## 50 2 2 7.612831
## 51 0 0 7.870548
## 52 8 1 9.888425
## 53 5 7 7.606387
## 54 7 0 8.399985
## 55 7 1 8.394800
## 56 3 0 7.735870
## 57 2 2 7.922624
## 58 9 1 8.460199
## 59 2 0 9.518046
## 60 0 1 7.019297
## 61 7 3 9.242323
## 62 7 1 8.867005
## 63 2 1 8.028455
## 64 0 0 7.322510
## 65 0 0 7.700748
## 66 2 0 8.101072
## 67 11 11 8.801770
## 68 2 1 7.881182
## 69 2 1 7.693482
## 70 12 5 7.656810
## 71 3 1 7.930925
## 72 4 1 9.043459
## 73 0 0 8.685416
## 74 0 0 8.469263
## 75 7 7 9.041448
## 76 8 3 8.296796
## 77 9 8 8.865453
## 78 0 0 9.773777
## 79 7 12 9.089866
## 80 0 0 7.029088
## 81 0 0 8.471568
## 82 7 0 8.836810
## 83 3 7 8.579417
## 84 7 6 8.695172
## 85 14 5 8.596004
## 86 3 4 9.527047
## 87 7 1 8.509161
## 88 2 0 8.227643
## 89 8 1 9.074062
## 90 2 2 9.849401
## 91 0 0 7.439559
## 92 8 3 8.900549
## 93 0 0 7.644919
## 94 2 0 8.722906
## 95 4 4 9.899781
## 96 16 11 8.498418
## 97 12 5 9.717519
## 98 0 0 8.549273
## 99 2 0 8.064636
## 100 4 0 8.099858
## 101 0 1 7.649216
## 102 7 9 9.286653
## 103 2 1 8.785387
## 104 2 0 7.944137
## 105 8 8 9.717037
## 106 7 0 8.393895
## 107 7 0 8.370779
## 108 9 1 9.885120
## 109 7 3 9.096724
## 110 2 1 7.799343
## 111 1 0 7.902118
## 112 8 7 9.746775
## 113 6 4 9.253879
## 114 0 0 8.535622
## 115 7 1 9.101195
## 116 0 0 8.941415
## 117 3 1 8.507143
## 118 3 0 8.300280
## 119 8 1 7.804251
## 120 11 4 8.807921
## 121 7 0 9.368455
## 122 2 1 7.774856
## 123 4 0 9.283684
## 124 7 0 8.301025
## 125 7 0 8.423761
## 126 8 0 8.557183
## 127 2 6 8.273592
## 128 8 3 8.683724
## 129 7 1 8.314097
## 130 17 2 9.489864
## 131 0 0 8.339740
## 132 1 0 8.413387
## 133 5 0 8.416931
## 134 4 1 8.574518
## 135 7 0 8.567316
## 136 7 3 8.353261
## 137 0 0 7.748891
## 138 7 0 9.281637
## 139 2 2 7.784889
## 140 3 1 8.913012
## 141 16 15 9.503159
## 142 2 2 7.771489
## 143 7 0 9.291459
## 144 4 0 8.779865
## 145 11 11 8.760453
## 146 3 0 8.444407
## 147 7 1 7.921536
## 148 2 2 8.762802
## 149 3 1 8.187855
## 150 3 0 8.492286
## 151 1 1 8.350666
## 152 7 0 8.593413
## 153 8 4 8.609590
## 154 2 1 8.834919
## 155 0 1 7.604894
## 156 2 2 8.462948
## 157 8 5 8.644178
## 158 7 11 9.406647
## 159 7 0 9.289152
## 160 0 0 9.487290
## 161 8 3 8.542081
## 162 7 1 9.073604
## 163 0 1 8.868413
## 164 2 0 8.786457
## 165 9 6 8.989694
## 166 2 0 7.622664
## 167 2 1 9.705829
## 168 1 0 9.691778
## 169 9 6 8.626406
## 170 5 1 7.829630
## 171 7 7 8.576217
## 172 7 1 8.606485
## 173 2 1 9.261699
## 174 8 0 9.033603
## 175 13 15 9.605890
## 176 2 2 7.635304
## 177 2 1 9.896413
## 178 2 1 7.621685
## 179 8 3 9.104758
## 180 3 0 9.069468
## 181 7 6 9.237372
## 182 7 1 8.838262
## 183 2 1 8.463581
## 184 0 2 9.033126
## 185 3 0 8.230844
## 186 2 0 7.635304
## 187 7 0 8.557567
## 188 2 1 9.678592
## 189 4 1 9.859745
## 190 4 0 8.347827
## 191 8 1 8.661294
## 192 2 2 9.173365
## 193 7 0 8.478452
## 194 7 6 8.306719
## 195 3 1 8.269757
## 196 0 0 7.909489
## 197 2 0 7.637716
## 198 8 2 9.481893
## 199 6 5 9.234838
## 200 0 0 7.662468
## 201 0 0 9.487517
## 202 4 0 8.735525
## 203 13 6 8.726157
## 204 7 3 7.703459
## 205 3 1 8.276649
## 206 7 7 7.847372
## 207 3 1 8.584104
## 208 0 0 8.805825
## 209 2 2 8.072155
## 210 7 0 9.010547
## 211 7 0 9.515617
## 212 0 0 9.814820
## 213 0 0 8.451053
## 214 3 0 8.709795
## 215 2 1 7.623153
## 216 1 1 7.760041
## 217 0 0 9.192584
## 218 17 4 9.751152
## 219 4 0 7.875499
## 220 5 2 7.963808
## 221 5 1 8.744169
## 222 1 0 8.363109
## 223 5 1 8.588211
## 224 0 0 7.354362
## 225 2 0 8.470311
## 226 8 1 8.228978
## 227 0 0 7.576097
## 228 2 2 7.752765
## 229 2 0 8.516993
## 230 11 2 9.544381
## 231 7 3 8.660427
## 232 2 2 7.607878
## 233 5 14 9.467769
## 234 2 0 8.689464
## 235 12 4 9.738554
## 236 1 11 9.269458
## 237 6 4 9.845858
## 238 4 0 8.751791
## 239 0 1 7.690286
## 240 11 1 9.493186
## 241 9 5 8.910046
## 242 0 0 9.801510
## 243 4 0 7.902118
## 244 2 2 8.389360
## 245 7 1 8.528331
## 246 3 0 7.836765
## 247 9 4 8.873888
## 248 2 2 7.727094
## 249 2 3 8.606485
## 250 16 11 9.716857
## 251 1 0 7.604894
## 252 7 0 8.532870
## 253 0 0 7.729296
## 254 0 0 7.991592
## 255 8 4 9.529303
## 256 2 1 7.798933
## 257 2 2 7.933438
## 258 2 0 8.471987
## 259 3 1 9.181220
## 260 2 0 8.288283
## 261 0 0 7.932003
## 262 7 0 7.767264
## 263 4 0 7.798113
## 264 1 0 7.676474
## 265 3 1 7.928046
## 266 4 0 7.793999
## 267 8 6 9.741380
## 268 0 0 7.239215
## 269 7 2 8.694167
## 270 2 0 9.206031
## 271 7 5 8.547528
## 272 8 7 8.600247
## 273 8 5 8.171882
## 274 2 0 8.638880
## 275 15 2 9.837455
## 276 2 4 9.900633
## 277 1 1 7.716015
## 278 7 1 7.805882
## 279 4 0 8.655911
## 280 2 1 8.302762
## 281 9 8 8.967887
## 282 13 2 8.459776
## 283 3 0 8.781555
## 284 7 1 8.928905
## 285 6 5 7.952967
## 286 14 5 8.557759
## 287 0 0 7.812783
## 288 2 1 7.886457
## 289 7 2 9.183791
## 290 2 0 7.852439
## 291 3 0 7.727535
## 292 8 0 8.643650
## 293 7 0 7.731492
## 294 8 5 9.389072
## 295 7 7 9.707290
## 296 2 2 7.886081
## 297 9 1 9.163982
## 298 7 0 8.711773
## 299 2 1 7.749753
## 300 2 2 8.150179
## 301 8 5 8.783243
## 302 8 1 9.112617
## 303 2 1 8.171034
## 304 7 0 8.536604
## 305 0 0 7.815611
## 306 2 3 8.058960
## 307 0 0 7.774856
## 308 0 0 7.999343
## 309 7 6 8.761707
## 310 2 1 8.486940
## 311 2 2 8.609590
## 312 6 5 9.490771
## 313 2 7 8.314832
## 314 0 0 8.721276
## 315 2 2 8.595080
## 316 0 0 8.333991
## 317 3 1 7.710205
## 318 3 1 8.437500
## 319 4 1 8.719317
## 320 0 0 8.004366
## 321 0 0 7.754482
## 322 9 8 7.897668
## 323 4 0 8.232440
## 324 13 1 8.437067
## 325 6 11 9.452659
## 326 1 0 7.748460
## 327 7 1 9.854770
## 328 3 1 8.596004
## 329 11 0 7.665285
## 330 7 0 9.729075
## 331 7 0 9.640758
## 332 8 9 9.249561
## 333 3 2 7.758761
## 334 7 0 8.910856
## 335 2 2 9.843950
## 336 7 3 8.413609
## 337 2 0 8.510773
## 338 2 0 8.956222
## 339 0 0 8.461258
## 340 0 0 7.758333
## 341 1 0 8.137103
## 342 2 2 8.260234
## 343 2 1 8.870523
## 344 0 0 7.641564
## 345 3 0 8.322394
## 346 8 11 9.498597
## 347 2 0 8.302266
## 348 5 1 8.763584
## 349 0 0 7.736307
## 350 7 1 9.314971
## 351 7 5 9.499122
## 352 7 7 8.843471
## 353 1 0 8.394347
## 354 2 2 8.311153
## 355 14 13 9.254070
## 356 9 3 8.467793
## 357 4 4 7.769801
## 358 2 1 7.842279
## 359 8 7 8.726157
## 360 13 10 8.074026
## 361 18 11 9.903438
## 362 0 0 6.994850
## 363 14 6 9.895707
## 364 7 3 9.874882
## 365 9 9 9.861988
## 366 7 7 9.488881
## 367 8 5 8.399310
## 368 4 7 8.607582
## 369 2 2 7.636752
## 370 7 0 8.528133
## 371 3 0 8.330382
## 372 8 7 9.037415
## 373 9 9 8.558335
## 374 4 7 8.277920
## 375 2 0 7.911324
## 376 6 13 9.575747
## 377 13 15 7.916807
## 378 0 0 8.534444
## 379 4 1 7.681560
## 380 2 0 7.664816
## 381 2 1 9.814656
## 382 7 5 7.986845
## 383 2 2 8.609955
## 384 0 0 7.750184
## 385 0 2 7.808323
## 386 12 5 9.516501
## 387 7 0 9.081256
## 388 2 1 8.357494
## 389 7 6 8.412277
## 390 2 1 7.684324
## 391 2 1 8.779557
## 392 2 0 8.332549
## 393 2 2 8.027803
## 394 13 13 9.236593
## 395 1 2 7.830028
## 396 2 2 7.899153
## 397 2 0 9.790375
## 398 2 2 7.916443
## 399 12 1 8.749257
## 400 2 2 9.231025
## 401 4 0 8.714568
## 402 3 0 8.568836
## 403 2 2 7.652071
## 404 2 0 8.988196
## 405 5 1 7.847372
## 406 0 0 9.718783
## 407 7 5 8.606668
## 408 7 1 7.916078
## 409 8 3 9.643875
## 410 1 1 9.750278
## 411 4 0 7.758761
## 412 8 8 9.131405
## 413 0 0 8.013674
## 414 0 0 8.444192
## 415 2 1 7.762596
## 416 7 1 8.659040
## 417 7 6 7.849324
## 418 0 0 8.212840
## 419 8 3 8.775549
## 420 2 0 9.387231
## 421 2 1 8.372167
## 422 11 10 8.400435
## 423 7 7 8.727778
## 424 0 0 7.384610
## 425 3 0 8.460411
## 426 0 0 9.287116
## 427 0 0 7.149917
## 428 2 1 8.080237
## 429 2 1 8.224164
## 430 9 5 8.692322
## 431 4 0 8.406932
## 432 2 0 8.173011
## 433 3 1 8.362642
## 434 0 0 7.653969
## 435 0 0 9.180396
## 436 7 0 8.734560
## 437 2 2 8.385261
## 438 7 7 7.961021
## 439 2 0 7.894691
## 440 7 1 8.939188
## 441 7 0 8.516793
## 442 3 1 7.997663
## 443 0 0 8.156223
## 444 2 2 8.069342
## 445 1 2 9.869310
## 446 5 1 8.137396
## 447 11 2 8.462737
## 448 0 0 8.619389
## 449 3 9 7.785721
## 450 7 4 8.385945
## 451 7 8 8.492491
## 452 2 1 8.137396
## 453 7 7 8.667852
## 454 4 0 8.610137
## 455 2 0 9.642253
## 456 8 12 9.895102
## 457 0 0 8.608130
## 458 7 1 8.601718
## 459 2 1 7.633370
## 460 4 1 8.667336
## 461 2 2 7.646354
## 462 3 1 7.607381
## 463 2 2 9.127828
## 464 4 1 8.563695
## 465 0 0 7.798523
## 466 2 1 8.279951
## 467 2 1 7.880048
## 468 0 0 8.018955
## 469 2 2 8.510974
## 470 2 1 8.400659
## 471 3 1 7.707962
## 472 0 1 7.799343
## 473 0 0 9.491375
## 474 5 0 8.146709
## 475 2 2 7.699389
## 476 6 0 8.660774
## 477 0 0 8.753687
## 478 0 0 8.367765
## 479 4 0 7.989560
## 480 11 6 9.528358
## 481 3 0 8.589142
## 482 4 0 7.764721
## 483 10 6 8.656433
## 484 2 2 8.356320
## 485 10 15 9.241064
## 486 4 0 8.698347
## 487 0 0 6.985642
## 488 2 4 7.976252
## 489 0 0 8.590630
## 490 1 4 8.722906
## 491 2 1 9.834405
## 492 2 1 9.733885
## 493 2 1 8.677440
## 494 8 3 9.060215
## 495 9 1 8.643473
## 496 6 4 9.699350
## 497 2 0 7.883823
## 498 2 1 7.751905
## 499 7 7 8.563504
## 500 2 1 8.654517
## 501 9 5 9.211140
## 502 2 0 7.614805
## 503 7 7 7.884200
## 504 9 8 9.208338
## 505 17 5 9.750861
## 506 1 2 8.678972
## 507 0 0 7.955425
## 508 2 3 9.268232
## 509 8 5 7.934872
## 510 15 15 9.880475
## 511 7 1 8.583543
## 512 4 0 9.298351
## 513 2 1 8.141190
## 514 14 8 9.507329
## 515 2 2 7.867106
## 516 1 1 8.609225
## 517 0 0 7.788626
## 518 3 0 7.925158
## 519 2 6 8.439664
## 520 2 1 7.858254
## 521 2 1 7.845024
## 522 1 0 7.786552
## 523 0 0 9.182352
## 524 9 0 9.878272
## 525 0 0 7.685703
## 526 7 6 8.925986
## 527 4 0 8.518392
## 528 5 0 8.829519
## 529 4 0 7.958227
## 530 4 4 8.509766
## 531 9 1 9.085117
## 532 0 0 8.826881
## 533 7 0 7.901007
## 534 1 1 8.804925
## 535 7 0 7.658700
## 536 4 2 7.644441
## 537 0 0 8.902592
## 538 2 1 7.899524
## 539 3 1 8.071531
## 540 4 1 8.547722
## 541 7 8 8.157944
## 542 8 7 8.052933
## 543 1 0 7.850104
## 544 0 0 8.787678
## 545 5 1 8.385032
## 546 9 8 7.982416
## 547 9 1 8.909641
## 548 0 0 8.535819
## 549 8 0 9.397732
## 550 3 0 7.685703
## 551 7 2 9.862092
## 552 1 0 8.504311
## 553 1 0 8.265136
## 554 0 0 7.722678
## 555 2 0 8.492080
## 556 0 1 9.169727
## 557 0 0 8.237479
## 558 5 1 8.194782
## 559 8 7 8.397057
## 560 7 7 8.574707
## 561 7 7 7.643962
## 562 2 2 9.666942
## 563 2 2 7.941296
## 564 7 4 9.308465
## 565 2 0 8.251403
## 566 3 1 7.798113
## 567 2 0 7.685244
## 568 8 6 9.181323
## 569 4 0 8.739376
## 570 11 1 9.544882
## 571 4 1 8.387768
## 572 0 0 7.898411
## 573 7 0 8.829665
## 574 8 4 8.824531
## 575 3 1 8.743851
## 576 5 0 8.698347
## 577 0 0 7.957877
## 578 2 0 8.058960
## 579 2 3 8.525558
## 580 0 1 8.798304
## 581 2 1 8.207674
## 582 0 0 9.679844
## 583 0 1 8.667508
## 584 7 7 8.471987
## 585 2 1 8.774158
## 586 2 3 7.916078
## 587 11 1 8.580919
## 588 3 0 8.133587
## 589 2 0 8.196712
## 590 2 2 8.297544
## 591 2 1 7.942362
## 592 9 10 8.433594
## 593 2 1 7.975565
## 594 6 1 8.074338
## 595 15 14 9.252921
## 596 8 0 8.303257
## 597 10 4 9.296793
## 598 0 0 8.145550
## 599 2 0 8.722906
## 600 0 2 7.737616
## 601 0 0 7.617268
## 602 5 1 8.315566
## 603 7 1 9.342771
## 604 8 0 8.049108
## 605 2 2 7.922986
## 606 1 1 9.603328
## 607 3 1 8.607582
## 608 0 7 8.631414
## 609 7 0 8.182559
## 610 2 2 7.758761
## 611 7 0 8.587279
## 612 7 0 8.826294
## 613 7 1 7.903596
## 614 0 0 7.659643
## 615 4 7 8.890686
## 616 10 4 8.290544
## 617 4 0 8.252707
## 618 3 1 8.604105
## 619 7 1 9.209440
## 620 0 0 7.155396
## 621 0 1 7.981392
## 622 10 2 8.530504
## 623 2 1 8.095599
## 624 0 1 9.086703
## 625 0 0 7.848153
## 626 3 0 7.830823
## 627 4 0 8.333751
## 628 10 2 9.350972
## 629 2 1 9.303466
## 630 7 7 9.061956
## 631 2 0 7.886833
## 632 8 2 9.199077
## 633 0 0 8.833608
## 634 0 0 7.949797
## 635 0 0 9.208839
## 636 2 2 7.773174
## 637 6 13 9.779341
## 638 7 1 9.062768
## 639 5 1 7.910224
## 640 3 0 8.019942
## 641 0 0 7.898411
## 642 4 7 8.400210
## 643 7 6 9.726512
## 644 2 3 7.743703
## 645 0 0 7.653020
## 646 11 2 9.292381
## 647 0 0 7.551712
## 648 2 0 7.742836
## 649 13 2 8.369157
## 650 2 0 7.680637
## 651 0 1 7.803843
## 652 7 1 8.560253
## 653 7 2 9.510371
## 654 0 0 9.433804
## 655 2 1 8.267192
## 656 3 3 8.464003
## 657 9 4 9.432684
## 658 9 1 9.682342
## 659 4 1 8.704834
## 660 5 0 8.779404
## 661 8 4 8.577159
## 662 3 5 7.925880
## 663 6 0 9.246479
## 664 2 1 8.273081
## 665 5 8 8.426831
## 666 2 0 8.747352
## 667 10 4 8.976894
## 668 3 1 8.133881
## 669 4 1 8.493515
## 670 9 0 9.785773
## 671 2 0 9.522520
## 672 2 0 8.613412
## 673 2 1 8.496582
## 674 2 7 7.611842
## 675 2 0 8.165364
## 676 4 0 9.841027
## 677 7 0 8.561784
## 678 9 9 8.751949
## 679 2 0 8.543056
## 680 7 5 7.753194
## 681 2 0 8.356085
## 682 2 1 7.722235
## 683 2 0 8.584291
## 684 3 1 9.152605
## 685 2 0 7.905810
## 686 8 0 9.273127
## 687 7 7 8.929700
## 688 2 1 7.871693
## 689 0 1 7.004882
## 690 10 3 7.860185
## 691 3 1 8.712266
## 692 7 9 9.379999
## 693 0 0 8.821880
## 694 0 0 7.734121
## 695 3 1 9.161675
## 696 2 1 8.099858
## 697 2 2 9.629182
## 698 11 3 8.685078
## 699 0 0 7.358194
## 700 2 0 9.856448
## 701 0 0 7.938802
## 702 5 1 8.650675
## 703 2 4 9.247347
## 704 1 1 7.672292
## 705 2 2 7.726213
## 706 3 1 8.737132
## 707 1 1 8.832588
## 708 2 0 7.653969
## 709 4 0 8.216628
## 710 6 14 9.793896
## 711 1 0 9.385637
## 712 0 0 9.555206
## 713 0 0 7.847372
## 714 9 1 9.179778
## 715 7 0 8.934192
## 716 0 0 7.349231
## 717 3 1 8.791486
## 718 7 1 8.205218
## 719 9 6 8.429673
## 720 7 1 8.943114
## 721 7 7 9.152075
## 722 3 0 8.660081
## 723 3 1 8.005033
## 724 8 7 9.089076
## 725 0 0 8.286017
## 726 2 1 8.496582
## 727 4 0 7.997327
## 728 3 2 8.246696
## 729 0 0 7.757906
## 730 1 2 7.833204
## 731 0 0 8.469053
## 732 0 0 8.563695
## 733 0 0 7.959625
## 734 2 1 8.456806
## 735 0 0 7.996990
## 736 7 0 8.779557
## 737 9 9 9.395242
## 738 1 0 8.550821
## 739 2 1 8.434029
## 740 2 0 8.210940
## 741 2 2 9.064042
## 742 4 0 9.355047
## 743 8 3 8.362876
## 744 2 1 8.100161
## 745 3 0 8.498418
## 746 1 0 7.738924
## 747 2 2 7.755767
## 748 9 4 8.583543
## 749 2 1 8.270525
## 750 1 0 7.824046
## 751 2 0 7.750615
## 752 2 2 7.741534
## 753 8 12 9.327679
## 754 7 0 8.897546
## 755 3 0 9.514068
## 756 2 1 8.218248
## 757 6 0 8.297544
## 758 2 1 8.802522
## 759 0 0 8.103494
## 760 10 1 9.842888
## 761 0 0 7.784889
## 762 14 3 9.726273
## 763 2 11 8.724370
## 764 7 0 8.755738
## 765 2 0 8.226038
## 766 7 1 8.660254
## 767 6 0 8.124447
## 768 0 0 9.299450
## 769 3 1 8.906393
## 770 10 4 8.629271
## 771 7 0 8.451481
## 772 13 15 9.254644
## 773 6 11 9.299998
## 774 0 0 8.127995
## 775 8 13 9.222664
## 776 2 0 8.161946
## 777 3 1 7.632401
## 778 0 0 7.946971
## 779 7 5 7.851661
## 780 2 2 8.473659
## 781 3 0 8.051978
## 782 7 11 8.423542
## 783 3 0 7.730614
## 784 7 0 8.420462
## 785 0 0 8.512783
## 786 2 1 9.706377
## 787 2 2 9.481588
## 788 2 7 8.505323
## 789 0 0 9.854192
## 790 2 2 7.647786
## 791 2 1 8.474077
## 792 2 1 7.745436
## 793 4 0 8.956222
## 794 14 12 9.219895
## 795 7 1 8.825266
## 796 8 9 8.116118
## 797 7 4 9.510149
## 798 0 0 7.782390
## 799 1 0 7.527794
## 800 4 0 8.830835
## 801 3 1 8.589700
## 802 5 0 8.792094
## 803 9 11 9.744961
## 804 7 4 9.167642
## 805 2 1 7.621685
## 806 8 5 9.026538
## 807 2 1 8.737453
## 808 2 2 7.750615
## 809 0 0 7.959276
## 810 2 1 8.025516
## 811 9 6 8.030084
## 812 2 0 8.079928
## 813 2 0 8.357024
## 814 2 1 9.886240
## 815 2 1 7.972121
## 816 10 4 7.930566
## 817 0 0 8.835938
## 818 9 3 9.366575
## 819 3 1 7.908387
## 820 0 2 9.195633
## 821 2 0 8.105308
## 822 2 0 8.843759
## 823 7 1 8.811652
## 824 2 2 7.867106
## 825 2 1 8.447414
## 826 2 2 9.884661
## 827 0 0 9.007122
## 828 2 0 8.420242
## 829 1 0 7.811163
## 830 5 10 9.809177
## 831 8 0 8.197814
## 832 0 0 7.423568
## 833 5 3 8.069655
## 834 1 0 7.844633
## 835 9 15 9.516132
## 836 5 7 9.086363
## 837 4 1 8.005033
## 838 7 5 8.582419
## 839 11 14 9.243098
## 840 10 12 9.886596
## 841 0 0 7.258412
## 842 9 0 8.985696
## 843 8 0 9.534306
## 844 7 1 9.047821
## 845 2 2 8.704336
## 846 0 1 8.424639
## 847 0 0 7.301822
## 848 10 3 9.170872
## 849 4 1 8.760923
## 850 7 7 7.841493
## 851 2 2 8.424859
## 852 0 1 7.698936
## 853 5 0 8.341172
## 854 3 0 8.641356
## 855 2 0 8.473868
## 856 0 0 7.784889
## 857 2 0 7.884953
## 858 9 8 9.098626
## 859 0 1 7.713338
## 860 7 0 8.984443
## 861 0 7 7.950855
## 862 7 15 9.233178
## 863 2 0 8.576217
## 864 2 11 9.530248
## 865 1 1 9.146335
## 866 9 0 8.974365
## 867 2 2 8.404024
## 868 4 1 8.431853
## 869 2 0 8.406708
## 870 2 1 8.395026
## 871 7 7 NA
## 872 2 0 NA
## 873 7 3 NA
## 874 4 0 NA
## 875 7 0 NA
## 876 0 0 NA
## 877 7 0 NA
## 878 2 2 NA
## 879 7 0 NA
## 880 2 0 NA
## 881 7 4 NA
## 882 2 0 NA
## 883 0 1 NA
## 884 2 1 NA
## 885 0 0 NA
## 886 2 0 NA
## 887 0 1 NA
## 888 0 0 NA
## 889 7 1 NA
## 890 4 1 NA
## 891 8 8 NA
## 892 2 1 NA
## 893 8 4 NA
## 894 5 0 NA
## 895 7 0 NA
## 896 8 4 NA
## 897 0 0 NA
## 898 8 2 NA
## 899 8 9 NA
## 900 2 2 NA
## 901 2 2 NA
## 902 0 0 NA
## 903 7 7 NA
## 904 0 0 NA
## 905 3 1 NA
## 906 2 0 NA
## 907 9 9 NA
## 908 2 0 NA
## 909 2 2 NA
## 910 0 0 NA
## 911 7 0 NA
## 912 2 1 NA
## 913 3 0 NA
## 914 10 5 NA
## 915 2 2 NA
## 916 3 1 NA
## 917 2 1 NA
## 918 3 1 NA
## 919 0 0 NA
## 920 0 0 NA
## 921 2 1 NA
## 922 0 0 NA
## 923 0 0 NA
## 924 3 0 NA
## 925 8 4 NA
## 926 7 1 NA
## 927 7 0 NA
## 928 16 1 NA
## 929 0 0 NA
## 930 7 3 NA
## 931 14 0 NA
## 932 7 7 NA
## 933 7 0 NA
## 934 0 0 NA
## 935 0 0 NA
## 936 0 0 NA
## 937 2 0 NA
## 938 2 0 NA
## 939 7 1 NA
## 940 0 0 NA
## 941 4 1 NA
## 942 6 7 NA
## 943 16 7 NA
## 944 2 2 NA
## 945 0 0 NA
## 946 4 1 NA
## 947 0 1 NA
## 948 2 0 NA
## 949 7 1 NA
## 950 4 1 NA
## 951 3 3 NA
## 952 7 7 NA
## 953 3 0 NA
## 954 4 0 NA
## 955 4 0 NA
## 956 0 0 NA
## 957 4 0 NA
## 958 7 7 NA
## 959 0 0 NA
## 960 15 13 NA
## 961 5 1 NA
## 962 8 4 NA
## 963 3 1 NA
## 964 3 3 NA
## 965 2 2 NA
## 966 3 13 NA
## 967 4 0 NA
## 968 9 9 NA
## 969 2 2 NA
## 970 2 0 NA
## 971 7 0 NA
## 972 7 8 NA
## 973 2 0 NA
## 974 0 0 NA
## 975 2 3 NA
## 976 3 0 NA
## 977 2 2 NA
## 978 2 0 NA
## 979 14 5 NA
## 980 0 0 NA
## 981 3 4 NA
## 982 2 1 NA
## 983 2 2 NA
## 984 2 0 NA
## 985 3 0 NA
## 986 1 0 NA
## 987 0 0 NA
## 988 3 0 NA
## 989 6 2 NA
## 990 2 2 NA
## 991 4 0 NA
## 992 3 0 NA
## 993 9 4 NA
## 994 0 0 NA
## 995 3 1 NA
## 996 13 2 NA
## 997 1 0 NA
## 998 7 12 NA
## 999 9 0 NA
## 1000 0 0 NA
## 1001 2 0 NA
## 1002 0 0 NA
## 1003 5 1 NA
## 1004 0 0 NA
## 1005 2 7 NA
## 1006 2 0 NA
## 1007 2 2 NA
## 1008 2 1 NA
## 1009 7 4 NA
## 1010 7 4 NA
## 1011 0 0 NA
## 1012 0 0 NA
## 1013 12 11 NA
## 1014 1 0 NA
## 1015 3 0 NA
## 1016 4 0 NA
## 1017 6 7 NA
## 1018 8 0 NA
## 1019 9 7 NA
## 1020 0 0 NA
## 1021 7 3 NA
## 1022 0 0 NA
## 1023 2 2 NA
## 1024 15 14 NA
## 1025 6 7 NA
## 1026 0 1 NA
## 1027 2 1 NA
## 1028 4 1 NA
## 1029 2 2 NA
## 1030 6 3 NA
## 1031 2 1 NA
## 1032 7 1 NA
## 1033 8 0 NA
## 1034 0 1 NA
## 1035 7 0 NA
## 1036 0 1 NA
## 1037 5 1 NA
## 1038 7 7 NA
## 1039 3 2 NA
## 1040 7 1 NA
## 1041 4 1 NA
## 1042 2 0 NA
## 1043 7 3 NA
## 1044 14 4 NA
## 1045 3 1 NA
## 1046 0 0 NA
## 1047 2 1 NA
## 1048 6 8 NA
## 1049 2 7 NA
## 1050 2 2 NA
## 1051 7 1 NA
## 1052 1 1 NA
## 1053 2 0 NA
## 1054 2 2 NA
## 1055 2 1 NA
## 1056 2 0 NA
## 1057 2 2 NA
## 1058 13 1 NA
## 1059 0 4 NA
## 1060 3 0 NA
## 1061 9 2 NA
## 1062 7 7 NA
## 1063 11 4 NA
## 1064 2 0 NA
## 1065 3 1 NA
## 1066 3 0 NA
## 1067 3 0 NA
## 1068 8 11 NA
## 1069 3 0 NA
## 1070 2 2 NA
## 1071 0 0 NA
## 1072 10 3 NA
## 1073 1 2 NA
## 1074 0 1 NA
## 1075 0 0 NA
## 1076 15 15 NA
## 1077 13 4 NA
## 1078 8 0 NA
## 1079 0 7 NA
## 1080 4 0 NA
## 1081 2 2 NA
## 1082 3 1 NA
## 1083 0 1 NA
## 1084 9 6 NA
## 1085 7 1 NA
## 1086 13 1 NA
## 1087 2 0 NA
## 1088 0 0 NA
## 1089 2 0 NA
## 1090 2 4 NA
## 1091 7 1 NA
## 1092 12 11 NA
## 1093 8 0 NA
## 1094 1 1 NA
## 1095 3 1 NA
## 1096 5 4 NA
## 1097 1 0 NA
## 1098 2 1 NA
## 1099 0 0 NA
## 1100 3 0 NA
## 1101 8 9 NA
## 1102 4 1 NA
## 1103 7 7 NA
## 1104 2 0 NA
## 1105 2 0 NA
## 1106 5 1 NA
## 1107 7 6 NA
## 1108 2 0 NA
## 1109 7 0 NA
## 1110 3 0 NA
## 1111 11 2 NA
## 1112 4 0 NA
## 1113 6 7 NA
## 1114 3 1 NA
## 1115 14 12 NA
## 1116 6 7 NA
## 1117 0 0 NA
## 1118 8 7 NA
## 1119 0 0 NA
## 1120 2 0 NA
## 1121 2 2 NA
## 1122 4 2 NA
## 1123 8 8 NA
## 1124 8 11 NA
## 1125 0 0 NA
## 1126 0 0 NA
## 1127 3 1 NA
## 1128 2 1 NA
## 1129 10 0 NA
## 1130 3 1 NA
## 1131 2 2 NA
## 1132 9 15 NA
## 1133 2 2 NA
## 1134 3 3 NA
## 1135 4 0 NA
## 1136 3 1 NA
## 1137 4 0 NA
## 1138 3 1 NA
## 1139 10 5 NA
## 1140 10 6 NA
## 1141 0 7 NA
## 1142 7 4 NA
## 1143 11 4 NA
## 1144 2 0 NA
## 1145 7 0 NA
## 1146 3 0 NA
## 1147 3 1 NA
## 1148 2 2 NA
## 1149 2 1 NA
## 1150 10 10 NA
## 1151 2 0 NA
## 1152 2 0 NA
## 1153 3 0 NA
## 1154 1 0 NA
## 1155 11 5 NA
## 1156 7 1 NA
## 1157 2 0 NA
## 1158 0 0 NA
## 1159 2 2 NA
## 1160 2 0 NA
## 1161 4 0 NA
## 1162 0 0 NA
## 1163 8 3 NA
## 1164 5 1 NA
## 1165 7 1 NA
## 1166 2 2 NA
## 1167 10 11 NA
## 1168 4 4 NA
## 1169 3 0 NA
## 1170 7 1 NA# Feature engineer variables
# BusinessTravel into (0-Non-Travel,1-Travel_Rarely,2-Travel_Frequently)
combinedEmployeeDataframe$BusinessTravelNumeric <- as.numeric(factor(combinedEmployeeDataframe$BusinessTravel,
levels = c("Travel_Frequently", "Travel_Rarely", "Non-Travel"),
labels = c(2,1,0), ordered = TRUE))# Remove missing attrition values and create Knn/Naive Bayes models with top performing variables from ModelAnalysis.Rmd as well as feature engineered values from above
# save results to .csv file for further model analysis
combinedEmployeeDataframe## ID MonthlyIncome YearsWithCurrManager Age Attrition BusinessTravel
## 1 1 4403 3 32 No Travel_Rarely
## 2 2 19626 9 40 No Travel_Rarely
## 3 3 9362 2 35 No Travel_Frequently
## 4 4 10422 7 32 No Travel_Rarely
## 5 5 3760 3 24 No Travel_Frequently
## 6 6 8793 7 27 No Travel_Frequently
## 7 7 2127 3 41 No Travel_Rarely
## 8 8 6694 0 37 No Travel_Rarely
## 9 9 2220 0 34 No Travel_Rarely
## 10 10 5063 7 34 No Travel_Frequently
## 11 11 19392 14 43 No Travel_Rarely
## 12 12 2706 2 28 No Non-Travel
## 13 13 10221 6 35 No Travel_Rarely
## 14 14 2476 0 30 No Travel_Rarely
## 15 15 3423 7 46 No Travel_Rarely
## 16 16 6932 0 31 No Non-Travel
## 17 17 6725 3 32 No Travel_Rarely
## 18 18 5258 0 46 No Non-Travel
## 19 19 2932 2 34 No Travel_Rarely
## 20 20 5033 2 44 No Travel_Rarely
## 21 21 8847 2 36 No Travel_Rarely
## 22 22 8120 2 48 No Travel_Rarely
## 23 23 5679 7 43 No Travel_Frequently
## 24 24 5332 3 31 No Travel_Frequently
## 25 25 6949 4 33 No Travel_Rarely
## 26 26 18213 10 44 No Travel_Rarely
## 27 27 9924 7 38 No Travel_Rarely
## 28 28 8224 3 33 Yes Travel_Rarely
## 29 29 10448 2 53 Yes Travel_Rarely
## 30 30 4258 2 52 No Non-Travel
## 31 31 4668 7 32 No Travel_Frequently
## 32 32 2028 13 33 No Travel_Rarely
## 33 33 16872 7 46 No Travel_Rarely
## 34 34 2258 7 35 No Travel_Rarely
## 35 35 9679 0 32 No Travel_Rarely
## 36 36 2794 3 32 No Travel_Frequently
## 37 37 10306 0 35 Yes Travel_Rarely
## 38 38 6134 2 36 Yes Travel_Rarely
## 39 39 19717 7 56 No Travel_Rarely
## 40 40 2791 2 31 No Travel_Frequently
## 41 41 16291 14 58 No Non-Travel
## 42 42 6632 1 45 No Travel_Rarely
## 43 43 2587 2 49 No Travel_Rarely
## 44 44 19613 1 42 No Travel_Rarely
## 45 45 1223 1 23 No Travel_Rarely
## 46 46 3673 8 42 No Travel_Frequently
## 47 47 6735 0 32 Yes Travel_Rarely
## 48 48 8740 7 38 No Travel_Rarely
## 49 49 1878 0 18 Yes Travel_Frequently
## 50 50 2024 2 27 No Non-Travel
## 51 51 2619 0 38 No Travel_Rarely
## 52 52 19701 5 58 No Travel_Rarely
## 53 53 2011 7 44 No Travel_Rarely
## 54 54 4447 8 45 No Non-Travel
## 55 55 4424 8 31 No Travel_Rarely
## 56 56 2289 4 41 No Travel_Rarely
## 57 57 2759 2 42 Yes Travel_Frequently
## 58 58 4723 5 29 No Travel_Rarely
## 59 59 13603 2 37 No Non-Travel
## 60 60 1118 0 25 Yes Travel_Frequently
## 61 61 10325 7 36 Yes Travel_Rarely
## 62 62 7094 7 36 No Travel_Rarely
## 63 63 3067 2 31 No Travel_Rarely
## 64 64 1514 0 18 No Non-Travel
## 65 65 2210 0 24 Yes Travel_Rarely
## 66 66 3298 5 32 No Travel_Rarely
## 67 67 6646 8 35 No Travel_Rarely
## 68 68 2647 4 23 No Travel_Rarely
## 69 69 2194 2 35 No Travel_Frequently
## 70 70 2115 7 37 No Travel_Rarely
## 71 71 2782 0 41 No Travel_Rarely
## 72 72 8463 3 28 No Travel_Rarely
## 73 73 5916 1 35 Yes Travel_Rarely
## 74 74 4766 0 41 No Travel_Rarely
## 75 75 8446 7 52 Yes Travel_Rarely
## 76 76 4011 7 30 No Travel_Frequently
## 77 77 7083 6 34 No Travel_Rarely
## 78 78 17567 12 46 No Travel_Rarely
## 79 79 8865 8 45 No Non-Travel
## 80 80 1129 0 31 No Travel_Rarely
## 81 81 4777 0 37 Yes Travel_Rarely
## 82 82 6883 7 35 No Travel_Rarely
## 83 83 5321 7 38 No Travel_Frequently
## 84 84 5974 7 37 No Travel_Rarely
## 85 85 5410 12 36 No Travel_Rarely
## 86 86 13726 3 59 No Travel_Rarely
## 87 87 4960 7 47 No Travel_Rarely
## 88 88 3743 2 35 Yes Travel_Rarely
## 89 89 8726 7 27 No Travel_Frequently
## 90 90 18947 1 46 No Travel_Rarely
## 91 91 1702 0 38 No Travel_Frequently
## 92 92 7336 10 29 Yes Travel_Rarely
## 93 93 2090 0 37 Yes Travel_Rarely
## 94 94 6142 4 35 No Travel_Rarely
## 95 95 19926 4 50 No Travel_Rarely
## 96 96 4907 6 42 No Travel_Rarely
## 97 97 16606 1 46 No Travel_Rarely
## 98 98 5163 0 37 No Non-Travel
## 99 99 3180 2 29 No Travel_Frequently
## 100 100 3294 2 34 No Travel_Rarely
## 101 101 2099 4 27 No Travel_Rarely
## 102 102 10793 9 31 No Travel_Rarely
## 103 103 6538 2 34 No Non-Travel
## 104 104 2819 2 23 No Travel_Rarely
## 105 105 16598 8 53 No Travel_Rarely
## 106 106 4420 7 26 No Travel_Rarely
## 107 107 4319 9 29 No Non-Travel
## 108 108 19636 4 55 No Travel_Rarely
## 109 109 8926 7 46 Yes Travel_Rarely
## 110 110 2439 2 32 No Travel_Rarely
## 111 111 2703 2 28 No Travel_Frequently
## 112 112 17099 8 52 No Travel_Rarely
## 113 113 10445 0 52 No Travel_Rarely
## 114 114 5093 0 35 No Non-Travel
## 115 115 8966 7 35 No Travel_Rarely
## 116 116 7642 9 37 No Non-Travel
## 117 117 4950 1 25 No Travel_Rarely
## 118 118 4025 3 29 No Travel_Rarely
## 119 119 2451 8 41 No Travel_Rarely
## 120 120 6687 11 34 No Travel_Rarely
## 121 121 11713 5 36 No Non-Travel
## 122 122 2380 2 21 No Travel_Rarely
## 123 123 10761 2 45 No Travel_Rarely
## 124 124 4028 5 38 No Travel_Rarely
## 125 125 4554 9 29 No Travel_Frequently
## 126 126 5204 9 35 No Travel_Rarely
## 127 127 3919 7 32 Yes Travel_Frequently
## 128 128 5906 8 45 No Travel_Rarely
## 129 129 4081 8 43 No Travel_Rarely
## 130 130 13225 8 46 No Travel_Rarely
## 131 131 4187 9 29 No Travel_Rarely
## 132 132 4507 4 49 No Travel_Rarely
## 133 133 4523 4 42 No Travel_Frequently
## 134 134 5295 0 39 No Travel_Rarely
## 135 135 5257 0 43 No Travel_Frequently
## 136 136 4244 7 40 No Travel_Frequently
## 137 137 2319 0 29 Yes Travel_Rarely
## 138 138 10739 8 54 No Travel_Rarely
## 139 139 2404 2 39 Yes Travel_Rarely
## 140 140 7428 3 37 No Travel_Rarely
## 141 141 13402 9 56 No Travel_Rarely
## 142 142 2372 2 58 No Travel_Rarely
## 143 143 10845 7 46 No Travel_Rarely
## 144 144 6502 1 37 No Travel_Rarely
## 145 145 6377 8 40 No Travel_Rarely
## 146 146 4649 2 29 No Non-Travel
## 147 147 2756 6 33 No Travel_Rarely
## 148 148 6392 2 33 No Travel_Rarely
## 149 149 3597 2 24 No Travel_Rarely
## 150 150 4877 0 28 No Travel_Rarely
## 151 151 4233 2 31 Yes Travel_Rarely
## 152 152 5396 8 32 No Travel_Rarely
## 153 153 5484 8 32 No Travel_Rarely
## 154 154 6870 2 41 No Travel_Rarely
## 155 155 2008 0 34 No Travel_Rarely
## 156 156 4736 2 30 No Non-Travel
## 157 157 5677 10 40 No Travel_Rarely
## 158 158 12169 5 39 Yes Travel_Frequently
## 159 159 10820 1 43 No Travel_Frequently
## 160 160 13191 0 42 No Travel_Frequently
## 161 161 5126 0 30 No Travel_Rarely
## 162 162 8722 9 28 Yes Non-Travel
## 163 163 7104 2 33 No Travel_Rarely
## 164 164 6545 2 42 No Travel_Rarely
## 165 165 8020 9 35 No Travel_Rarely
## 166 166 2044 2 20 Yes Travel_Rarely
## 167 167 16413 2 49 No Travel_Rarely
## 168 168 16184 5 33 No Travel_Rarely
## 169 169 5577 9 52 No Travel_Rarely
## 170 170 2514 7 29 No Travel_Rarely
## 171 171 5304 7 30 No Travel_Rarely
## 172 172 5467 7 47 No Non-Travel
## 173 173 10527 2 46 No Travel_Frequently
## 174 174 8380 8 33 No Travel_Rarely
## 175 175 14852 2 53 No Travel_Rarely
## 176 176 2070 2 21 No Travel_Rarely
## 177 177 19859 4 55 Yes Travel_Rarely
## 178 178 2042 2 26 Yes Travel_Frequently
## 179 179 8998 7 32 No Travel_Frequently
## 180 180 8686 7 38 No Travel_Rarely
## 181 181 10274 4 35 No Travel_Rarely
## 182 182 6893 7 38 No Travel_Rarely
## 183 183 4739 2 43 No Travel_Frequently
## 184 184 8376 2 39 No Travel_Rarely
## 185 185 3755 7 39 No Travel_Frequently
## 186 186 2070 4 28 No Travel_Rarely
## 187 187 5206 7 25 No Travel_Frequently
## 188 188 15972 2 47 No Travel_Rarely
## 189 189 19144 6 50 No Travel_Rarely
## 190 190 4221 4 28 No Non-Travel
## 191 191 5775 9 30 No Travel_Rarely
## 192 192 9637 2 31 No Travel_Frequently
## 193 193 4810 8 46 No Travel_Rarely
## 194 194 4051 7 48 No Travel_Rarely
## 195 195 3904 1 26 No Travel_Rarely
## 196 196 2723 0 51 No Travel_Rarely
## 197 197 2075 3 51 No Travel_Rarely
## 198 198 13120 3 49 No Travel_Rarely
## 199 199 10248 17 44 No Travel_Rarely
## 200 200 2127 0 24 No Travel_Rarely
## 201 201 13194 0 40 Yes Non-Travel
## 202 202 6220 9 32 No Travel_Rarely
## 203 203 6162 8 32 No Travel_Rarely
## 204 204 2216 7 28 Yes Travel_Rarely
## 205 205 3931 2 32 No Travel_Rarely
## 206 206 2559 1 44 No Travel_Rarely
## 207 207 5346 3 43 Yes Travel_Rarely
## 208 208 6673 0 38 Yes Travel_Rarely
## 209 209 3204 2 30 No Travel_Rarely
## 210 210 8189 7 41 No Travel_Rarely
## 211 211 13570 10 41 No Travel_Rarely
## 212 212 18303 0 42 No Travel_Rarely
## 213 213 4680 0 37 No Travel_Rarely
## 214 214 6062 2 42 No Travel_Rarely
## 215 215 2045 1 27 No Travel_Rarely
## 216 216 2345 2 40 No Travel_Rarely
## 217 217 9824 0 38 No Travel_Rarely
## 218 218 17174 7 48 No Travel_Frequently
## 219 219 2632 4 30 No Travel_Rarely
## 220 220 2875 2 26 No Travel_Rarely
## 221 221 6274 4 34 No Travel_Rarely
## 222 222 4286 0 45 Yes Travel_Frequently
## 223 223 5368 2 33 No Non-Travel
## 224 224 1563 0 28 No Travel_Rarely
## 225 225 4771 3 38 No Travel_Rarely
## 226 226 3748 7 30 No Travel_Rarely
## 227 227 1951 0 35 No Travel_Rarely
## 228 228 2328 2 22 No Travel_Rarely
## 229 229 4999 2 24 No Travel_Rarely
## 230 230 13966 12 49 No Travel_Rarely
## 231 231 5770 9 45 No Travel_Rarely
## 232 232 2014 2 35 No Travel_Rarely
## 233 233 12936 10 47 Yes Travel_Frequently
## 234 234 5940 5 54 No Travel_Rarely
## 235 235 16959 12 43 No Travel_Frequently
## 236 236 10609 7 37 Yes Travel_Rarely
## 237 237 18880 14 42 No Travel_Rarely
## 238 238 6322 5 32 No Travel_Rarely
## 239 239 2187 2 25 No Travel_Rarely
## 240 240 13269 11 50 No Travel_Rarely
## 241 241 7406 8 42 No Travel_Rarely
## 242 242 18061 0 45 No Travel_Frequently
## 243 243 2703 4 29 No Travel_Rarely
## 244 244 4400 2 25 Yes Travel_Rarely
## 245 245 5056 2 29 No Travel_Rarely
## 246 246 2532 3 29 No Travel_Rarely
## 247 247 7143 10 31 No Travel_Rarely
## 248 248 2269 2 32 No Travel_Rarely
## 249 249 5467 3 41 No Travel_Frequently
## 250 250 16595 8 41 No Travel_Rarely
## 251 251 2008 0 33 No Non-Travel
## 252 252 5079 7 36 No Non-Travel
## 253 253 2274 0 45 No Travel_Rarely
## 254 254 2956 0 31 Yes Travel_Rarely
## 255 255 13757 8 40 No Non-Travel
## 256 256 2438 2 43 No Non-Travel
## 257 257 2789 2 31 No Travel_Frequently
## 258 258 4779 2 30 No Travel_Rarely
## 259 259 9713 0 34 No Travel_Rarely
## 260 260 3977 2 25 No Travel_Rarely
## 261 261 2785 0 31 Yes Travel_Frequently
## 262 262 2362 7 29 Yes Travel_Rarely
## 263 263 2436 4 33 Yes Travel_Rarely
## 264 264 2157 2 29 No Travel_Frequently
## 265 265 2774 2 24 No Travel_Rarely
## 266 266 2426 3 35 No Travel_Rarely
## 267 267 17007 9 34 No Travel_Frequently
## 268 268 1393 0 32 Yes Travel_Rarely
## 269 269 5968 8 33 No Travel_Frequently
## 270 270 9957 2 30 No Travel_Rarely
## 271 271 5154 7 45 No Non-Travel
## 272 272 5433 9 34 No Travel_Rarely
## 273 273 3540 8 27 No Travel_Rarely
## 274 274 5647 2 36 No Travel_Rarely
## 275 275 18722 15 55 No Travel_Rarely
## 276 276 19943 2 56 No Travel_Rarely
## 277 277 2244 2 22 No Travel_Rarely
## 278 278 2455 7 43 No Travel_Frequently
## 279 279 5744 3 25 Yes Travel_Rarely
## 280 280 4035 2 55 No Travel_Rarely
## 281 281 7847 8 43 No Travel_Rarely
## 282 282 4721 17 41 No Travel_Rarely
## 283 283 6513 3 40 No Travel_Rarely
## 284 284 7547 7 31 No Travel_Rarely
## 285 285 2844 0 38 No Travel_Rarely
## 286 286 5207 7 33 No Travel_Rarely
## 287 287 2472 0 22 Yes Travel_Rarely
## 288 288 2661 2 34 No Travel_Rarely
## 289 289 9738 8 36 No Travel_Frequently
## 290 290 2572 2 35 No Travel_Rarely
## 291 291 2270 2 45 No Travel_Rarely
## 292 292 5674 8 36 No Non-Travel
## 293 293 2279 3 27 No Travel_Rarely
## 294 294 11957 12 47 No Non-Travel
## 295 295 16437 7 40 No Travel_Rarely
## 296 296 2660 2 35 No Travel_Rarely
## 297 297 9547 9 34 No Travel_Frequently
## 298 298 6074 6 34 Yes Travel_Frequently
## 299 299 2321 2 31 Yes Non-Travel
## 300 300 3464 2 28 Yes Travel_Rarely
## 301 301 6524 3 32 No Travel_Frequently
## 302 302 9069 8 35 No Travel_Frequently
## 303 303 3537 2 55 No Travel_Rarely
## 304 304 5098 8 35 No Travel_Rarely
## 305 305 2479 0 58 Yes Travel_Rarely
## 306 306 3162 4 24 No Non-Travel
## 307 307 2380 0 50 No Travel_Rarely
## 308 308 2979 0 34 No Non-Travel
## 309 309 6385 7 55 No Travel_Frequently
## 310 310 4851 2 25 No Travel_Rarely
## 311 311 5484 1 34 No Travel_Rarely
## 312 312 13237 13 40 No Travel_Rarely
## 313 313 4084 7 31 Yes Travel_Frequently
## 314 314 6132 0 51 No Travel_Rarely
## 315 315 5405 2 60 No Travel_Rarely
## 316 316 4163 7 47 No Travel_Rarely
## 317 317 2231 2 34 No Travel_Frequently
## 318 318 4617 2 24 No Travel_Rarely
## 319 319 6120 4 39 No Travel_Rarely
## 320 320 2994 1 19 No Travel_Rarely
## 321 321 2332 2 32 No Non-Travel
## 322 322 2691 8 34 No Travel_Rarely
## 323 323 3761 3 30 No Travel_Frequently
## 324 324 4615 7 46 No Travel_Rarely
## 325 325 12742 8 39 No Travel_Rarely
## 326 326 2318 0 27 No Travel_Rarely
## 327 327 19049 10 44 No Travel_Rarely
## 328 328 5410 2 42 No Travel_Rarely
## 329 329 2133 7 38 No Travel_Frequently
## 330 330 16799 9 42 No Travel_Rarely
## 331 331 15379 0 49 No Travel_Rarely
## 332 332 10400 8 32 Yes Travel_Rarely
## 333 333 2342 3 44 Yes Travel_Frequently
## 334 334 7412 7 27 No Travel_Rarely
## 335 335 18844 2 59 No Non-Travel
## 336 336 4508 8 33 Yes Travel_Frequently
## 337 337 4968 2 35 No Travel_Frequently
## 338 338 7756 4 34 No Travel_Frequently
## 339 339 4728 0 50 Yes Travel_Frequently
## 340 340 2341 0 27 No Travel_Rarely
## 341 341 3419 0 36 No Travel_Rarely
## 342 342 3867 2 28 No Travel_Frequently
## 343 343 7119 2 33 No Travel_Rarely
## 344 344 2083 0 30 No Travel_Frequently
## 345 345 4115 3 30 No Travel_Rarely
## 346 346 13341 10 39 No Travel_Rarely
## 347 347 4033 2 34 No Travel_Frequently
## 348 348 6397 4 26 No Travel_Frequently
## 349 349 2290 0 44 No Non-Travel
## 350 350 11103 1 56 No Travel_Rarely
## 351 351 13348 7 42 No Travel_Rarely
## 352 352 6929 7 31 No Travel_Rarely
## 353 353 4422 0 40 No Travel_Frequently
## 354 354 4069 2 40 No Non-Travel
## 355 355 10447 5 41 No Travel_Rarely
## 356 356 4759 12 34 No Travel_Rarely
## 357 357 2368 3 26 No Travel_Rarely
## 358 358 2546 1 29 Yes Travel_Rarely
## 359 359 6162 8 32 No Travel_Rarely
## 360 360 3210 11 36 No Travel_Rarely
## 361 361 19999 9 52 No Travel_Rarely
## 362 362 1091 0 29 Yes Travel_Frequently
## 363 363 19845 9 52 Yes Travel_Rarely
## 364 364 19436 9 40 No Travel_Rarely
## 365 365 19187 11 55 No Travel_Rarely
## 366 366 13212 7 56 No Travel_Frequently
## 367 367 4444 10 34 No Travel_Frequently
## 368 368 5473 1 40 No Travel_Rarely
## 369 369 2073 2 23 No Travel_Rarely
## 370 370 5055 7 32 No Travel_Rarely
## 371 371 4148 3 31 No Travel_Frequently
## 372 372 8412 8 30 No Non-Travel
## 373 373 5210 11 45 No Travel_Frequently
## 374 374 3936 7 37 No Travel_Rarely
## 375 375 2728 2 20 No Travel_Rarely
## 376 376 14411 9 50 No Travel_Frequently
## 377 377 2743 14 36 Yes Travel_Rarely
## 378 378 5087 0 42 No Travel_Rarely
## 379 379 2168 3 29 No Travel_Rarely
## 380 380 2132 1 30 Yes Travel_Rarely
## 381 381 18300 1 47 No Travel_Rarely
## 382 382 2942 7 26 No Travel_Rarely
## 383 383 5486 2 48 No Travel_Rarely
## 384 384 2322 0 23 No Travel_Rarely
## 385 385 2461 7 51 Yes Travel_Rarely
## 386 386 13582 11 38 No Travel_Rarely
## 387 387 8789 8 35 No Travel_Frequently
## 388 388 4262 2 29 No Travel_Rarely
## 389 389 4502 7 36 No Travel_Rarely
## 390 390 2174 2 21 Yes Travel_Frequently
## 391 391 6500 2 34 No Travel_Rarely
## 392 392 4157 0 26 No Travel_Rarely
## 393 393 3065 3 31 No Non-Travel
## 394 394 10266 11 60 No Travel_Frequently
## 395 395 2515 2 42 No Travel_Frequently
## 396 396 2695 2 31 No Travel_Rarely
## 397 397 17861 1 46 No Travel_Rarely
## 398 398 2742 2 34 Yes Travel_Rarely
## 399 399 6306 9 56 No Non-Travel
## 400 400 10209 2 44 No Travel_Frequently
## 401 401 6091 2 30 No Travel_Rarely
## 402 402 5265 2 42 No Non-Travel
## 403 403 2105 0 47 No Travel_Rarely
## 404 404 8008 2 36 No Travel_Rarely
## 405 405 2559 1 35 No Travel_Rarely
## 406 406 16627 0 43 No Travel_Rarely
## 407 407 5468 7 31 No Travel_Rarely
## 408 408 2741 7 36 No Travel_Rarely
## 409 409 15427 7 53 No Travel_Rarely
## 410 410 17159 0 43 No Travel_Rarely
## 411 411 2342 3 36 No Travel_Rarely
## 412 412 9241 7 41 No Travel_Rarely
## 413 413 3022 0 37 No Travel_Rarely
## 414 414 4648 0 32 No Travel_Frequently
## 415 415 2351 0 34 Yes Travel_Frequently
## 416 416 5762 7 35 No Non-Travel
## 417 417 2564 7 30 No Non-Travel
## 418 418 3688 0 36 No Travel_Frequently
## 419 419 6474 11 37 No Travel_Rarely
## 420 420 11935 7 29 No Travel_Rarely
## 421 421 4325 3 34 No Travel_Rarely
## 422 422 4449 7 37 No Non-Travel
## 423 423 6172 7 31 Yes Travel_Rarely
## 424 424 1611 0 18 No Non-Travel
## 425 425 4724 4 28 No Travel_Rarely
## 426 426 10798 0 43 No Travel_Rarely
## 427 427 1274 0 30 No Non-Travel
## 428 428 3230 0 21 No Travel_Rarely
## 429 429 3730 2 32 Yes Travel_Rarely
## 430 430 5957 9 34 No Travel_Rarely
## 431 431 4478 4 27 No Travel_Rarely
## 432 432 3544 0 40 No Non-Travel
## 433 433 4284 3 49 Yes Travel_Frequently
## 434 434 2109 0 29 No Travel_Rarely
## 435 435 9705 0 40 No Travel_Rarely
## 436 436 6214 7 27 No Travel_Rarely
## 437 437 4382 1 28 Yes Travel_Rarely
## 438 438 2867 6 26 No Travel_Rarely
## 439 439 2683 2 50 Yes Travel_Rarely
## 440 440 7625 8 38 No Travel_Rarely
## 441 441 4998 7 32 No Travel_Frequently
## 442 442 2974 2 29 No Travel_Rarely
## 443 443 3485 0 28 Yes Travel_Rarely
## 444 444 3195 2 44 No Travel_Rarely
## 445 445 19328 2 46 No Travel_Rarely
## 446 446 3420 2 47 No Travel_Rarely
## 447 447 4735 9 38 No Travel_Frequently
## 448 448 5538 0 42 No Travel_Rarely
## 449 449 2406 9 38 No Travel_Frequently
## 450 450 4385 5 45 No Non-Travel
## 451 451 4878 1 33 No Travel_Rarely
## 452 452 3420 3 44 No Travel_Rarely
## 453 453 5813 7 35 Yes Travel_Rarely
## 454 454 5487 9 33 No Travel_Rarely
## 455 455 15402 2 48 No Travel_Rarely
## 456 456 19833 8 40 No Travel_Rarely
## 457 457 5476 2 31 No Travel_Rarely
## 458 458 5441 0 51 No Travel_Rarely
## 459 459 2066 0 56 No Travel_Rarely
## 460 460 5810 8 36 No Travel_Rarely
## 461 461 2093 0 42 No Travel_Frequently
## 462 462 2013 3 36 No Travel_Rarely
## 463 463 9208 1 50 No Travel_Frequently
## 464 464 5238 4 31 No Travel_Frequently
## 465 465 2437 0 43 Yes Travel_Frequently
## 466 466 3944 2 38 No Travel_Rarely
## 467 467 2644 2 36 No Travel_Rarely
## 468 468 3038 0 36 No Travel_Rarely
## 469 469 4969 2 26 Yes Non-Travel
## 470 470 4450 3 53 No Travel_Rarely
## 471 471 2226 2 27 No Travel_Rarely
## 472 472 2439 0 29 Yes Travel_Frequently
## 473 473 13245 0 45 No Travel_Rarely
## 474 474 3452 3 45 No Travel_Rarely
## 475 475 2207 2 28 No Travel_Rarely
## 476 476 5772 8 46 No Travel_Frequently
## 477 477 6334 0 37 No Travel_Rarely
## 478 478 4306 0 26 No Travel_Rarely
## 479 479 2950 4 52 No Travel_Rarely
## 480 480 13744 8 37 No Travel_Rarely
## 481 481 5373 2 29 No Travel_Rarely
## 482 482 2356 2 31 No Travel_Rarely
## 483 483 5747 11 34 No Travel_Frequently
## 484 484 4257 2 56 No Travel_Rarely
## 485 485 10312 6 58 Yes Travel_Rarely
## 486 486 5993 5 41 Yes Travel_Rarely
## 487 487 1081 0 30 Yes Travel_Rarely
## 488 488 2911 3 31 No Travel_Rarely
## 489 489 5381 0 48 Yes Travel_Rarely
## 490 490 6142 3 34 No Travel_Rarely
## 491 491 18665 2 49 No Travel_Frequently
## 492 492 16880 2 50 No Travel_Rarely
## 493 493 5869 4 29 No Travel_Rarely
## 494 494 8606 3 35 No Travel_Rarely
## 495 495 5673 7 36 No Travel_Rarely
## 496 496 16307 17 51 No Travel_Rarely
## 497 497 2654 2 45 No Travel_Rarely
## 498 498 2326 2 37 No Travel_Frequently
## 499 499 5237 7 36 No Travel_Rarely
## 500 500 5736 2 39 No Non-Travel
## 501 501 10008 9 58 Yes Travel_Rarely
## 502 502 2028 3 28 Yes Travel_Rarely
## 503 503 2655 7 48 Yes Travel_Frequently
## 504 504 9980 8 29 No Travel_Rarely
## 505 505 17169 6 47 No Travel_Rarely
## 506 506 5878 5 32 No Travel_Rarely
## 507 507 2851 0 33 Yes Travel_Rarely
## 508 508 10596 2 51 No Travel_Frequently
## 509 509 2793 8 37 No Travel_Frequently
## 510 510 19545 8 41 Yes Travel_Rarely
## 511 511 5343 9 38 No Travel_Rarely
## 512 512 10920 5 39 No Non-Travel
## 513 513 3433 3 32 No Travel_Frequently
## 514 514 13458 12 33 No Travel_Frequently
## 515 515 2610 2 21 No Non-Travel
## 516 516 5482 2 51 No Travel_Rarely
## 517 517 2413 0 25 Yes Travel_Rarely
## 518 518 2766 4 42 No Travel_Rarely
## 519 519 4627 7 30 No Travel_Rarely
## 520 520 2587 0 56 Yes Travel_Rarely
## 521 521 2553 3 34 No Travel_Frequently
## 522 522 2408 0 28 Yes Travel_Rarely
## 523 523 9724 0 45 No Travel_Rarely
## 524 524 19502 9 49 No Travel_Rarely
## 525 525 2177 0 59 No Travel_Rarely
## 526 526 7525 12 53 No Travel_Frequently
## 527 527 5006 3 45 No Travel_Rarely
## 528 528 6833 1 31 No Travel_Rarely
## 529 529 2859 4 35 No Travel_Rarely
## 530 530 4963 3 56 Yes Travel_Rarely
## 531 531 8823 9 38 No Travel_Rarely
## 532 532 6815 0 36 No Travel_Rarely
## 533 533 2700 7 29 No Travel_Rarely
## 534 534 6667 2 32 No Non-Travel
## 535 535 2119 7 29 Yes Travel_Rarely
## 536 536 2089 2 43 No Non-Travel
## 537 537 7351 0 38 No Travel_Rarely
## 538 538 2696 0 42 No Travel_Rarely
## 539 539 3202 4 24 Yes Travel_Rarely
## 540 540 5155 5 42 No Travel_Rarely
## 541 541 3491 9 30 No Travel_Rarely
## 542 542 3143 6 33 No Travel_Rarely
## 543 543 2566 1 27 No Non-Travel
## 544 544 6553 0 38 No Travel_Rarely
## 545 545 4381 3 34 No Travel_Rarely
## 546 546 2929 7 34 No Travel_Rarely
## 547 547 7403 7 49 No Travel_Rarely
## 548 548 5094 0 40 No Travel_Frequently
## 549 549 12061 1 38 No Travel_Rarely
## 550 550 2177 4 45 No Travel_Rarely
## 551 551 19189 10 41 No Travel_Rarely
## 552 552 4936 4 28 No Travel_Rarely
## 553 553 3886 8 36 No Travel_Frequently
## 554 554 2259 0 48 No Travel_Rarely
## 555 555 4876 2 40 No Non-Travel
## 556 556 9602 0 37 No Travel_Rarely
## 557 557 3780 0 54 No Travel_Rarely
## 558 558 3622 3 34 No Travel_Rarely
## 559 559 4434 8 42 No Travel_Rarely
## 560 560 5296 7 26 No Travel_Rarely
## 561 561 2088 2 36 No Travel_Frequently
## 562 562 15787 2 58 No Travel_Frequently
## 563 563 2811 2 27 No Travel_Rarely
## 564 564 11031 8 31 No Non-Travel
## 565 565 3833 2 30 No Travel_Rarely
## 566 566 2436 2 44 No Travel_Rarely
## 567 567 2176 4 32 No Travel_Rarely
## 568 568 9714 7 30 Yes Travel_Rarely
## 569 569 6244 3 42 No Travel_Rarely
## 570 570 13973 5 50 No Travel_Rarely
## 571 571 4393 4 41 No Travel_Rarely
## 572 572 2693 0 21 Yes Travel_Rarely
## 573 573 6834 7 28 No Travel_Frequently
## 574 574 6799 8 34 No Travel_Rarely
## 575 575 6272 4 26 No Travel_Rarely
## 576 576 5993 7 37 No Travel_Rarely
## 577 577 2858 0 38 No Travel_Rarely
## 578 578 3162 3 44 No Non-Travel
## 579 579 5042 8 39 No Travel_Frequently
## 580 580 6623 0 29 No Travel_Rarely
## 581 581 3669 2 25 No Travel_Rarely
## 582 582 15992 0 42 No Travel_Rarely
## 583 583 5811 0 38 No Travel_Rarely
## 584 584 4779 5 28 No Travel_Rarely
## 585 585 6465 3 44 No Travel_Rarely
## 586 586 2741 7 40 No Travel_Rarely
## 587 587 5329 9 38 No Non-Travel
## 588 588 3407 3 36 Yes Travel_Rarely
## 589 589 3629 2 37 No Travel_Rarely
## 590 590 4014 2 35 No Travel_Rarely
## 591 591 2814 3 22 No Non-Travel
## 592 592 4599 10 34 Yes Travel_Rarely
## 593 593 2909 2 28 Yes Travel_Frequently
## 594 594 3211 4 49 No Travel_Rarely
## 595 595 10435 12 40 No Travel_Rarely
## 596 596 4037 8 33 No Travel_Rarely
## 597 597 10903 8 35 No Travel_Rarely
## 598 598 3448 0 40 No Travel_Rarely
## 599 599 6142 3 27 No Travel_Rarely
## 600 600 2293 0 24 Yes Travel_Rarely
## 601 601 2033 0 24 No Non-Travel
## 602 602 4087 2 32 No Non-Travel
## 603 603 11416 7 30 No Travel_Rarely
## 604 604 3131 8 29 No Travel_Rarely
## 605 605 2760 2 29 Yes Travel_Rarely
## 606 606 14814 3 53 No Travel_Rarely
## 607 607 5473 3 59 No Travel_Frequently
## 608 608 5605 7 38 No Travel_Rarely
## 609 609 3578 7 26 No Travel_Rarely
## 610 610 2342 2 33 No Non-Travel
## 611 611 5363 0 35 No Travel_Rarely
## 612 612 6811 7 41 No Non-Travel
## 613 613 2707 7 33 Yes Travel_Rarely
## 614 614 2121 0 19 Yes Travel_Rarely
## 615 615 7264 7 30 No Travel_Rarely
## 616 616 3986 13 34 No Travel_Rarely
## 617 617 3838 2 33 No Travel_Rarely
## 618 618 5454 3 44 No Travel_Rarely
## 619 619 9991 7 39 No Travel_Rarely
## 620 620 1281 0 35 No Non-Travel
## 621 621 2926 0 20 Yes Travel_Frequently
## 622 622 5067 7 47 No Travel_Frequently
## 623 623 3280 3 34 No Travel_Rarely
## 624 624 8837 7 35 No Travel_Rarely
## 625 625 2561 0 28 Yes Travel_Frequently
## 626 626 2517 3 27 No Travel_Rarely
## 627 627 4162 3 24 No Travel_Rarely
## 628 628 11510 9 38 No Travel_Rarely
## 629 629 10976 2 55 No Travel_Frequently
## 630 630 8621 7 34 No Travel_Rarely
## 631 631 2662 4 55 No Travel_Rarely
## 632 632 9888 1 34 No Travel_Rarely
## 633 633 6861 0 38 No Travel_Rarely
## 634 634 2835 0 36 No Travel_Rarely
## 635 635 9985 0 43 No Travel_Rarely
## 636 636 2376 2 35 No Travel_Frequently
## 637 637 17665 7 42 No Travel_Rarely
## 638 638 8628 1 34 No Travel_Rarely
## 639 639 2725 4 24 No Travel_Rarely
## 640 640 3041 2 27 Yes Travel_Rarely
## 641 641 2693 0 30 No Travel_Rarely
## 642 642 4448 7 40 No Travel_Rarely
## 643 643 16756 2 55 No Non-Travel
## 644 644 2307 0 34 Yes Non-Travel
## 645 645 2107 0 41 Yes Non-Travel
## 646 646 10855 11 40 No Travel_Rarely
## 647 647 1904 0 18 Yes Non-Travel
## 648 648 2305 2 26 No Travel_Rarely
## 649 649 4312 8 35 No Travel_Rarely
## 650 650 2166 3 40 Yes Travel_Rarely
## 651 651 2450 2 35 No Travel_Rarely
## 652 652 5220 9 60 No Travel_Rarely
## 653 653 13499 13 40 No Travel_Frequently
## 654 654 12504 0 48 No Travel_Rarely
## 655 655 3894 2 22 Yes Travel_Frequently
## 656 656 4741 3 26 No Travel_Frequently
## 657 657 12490 7 51 No Travel_Rarely
## 658 658 16032 12 54 No Travel_Frequently
## 659 659 6032 2 41 No Travel_Rarely
## 660 660 6499 3 36 No Travel_Frequently
## 661 661 5309 7 32 No Travel_Frequently
## 662 662 2768 7 34 No Travel_Rarely
## 663 663 10368 3 46 No Travel_Rarely
## 664 664 3917 2 35 No Travel_Rarely
## 665 665 4568 7 34 No Non-Travel
## 666 666 6294 2 29 No Travel_Frequently
## 667 667 7918 1 29 No Travel_Frequently
## 668 668 3408 3 33 Yes Travel_Rarely
## 669 669 4883 1 32 Yes Travel_Rarely
## 670 670 17779 9 54 No Travel_Rarely
## 671 671 13664 2 37 No Travel_Rarely
## 672 672 5505 4 33 No Travel_Rarely
## 673 673 4898 3 28 No Travel_Frequently
## 674 674 2022 8 35 Yes Travel_Frequently
## 675 675 3517 2 27 No Travel_Rarely
## 676 676 18789 8 46 No Travel_Rarely
## 677 677 5228 5 36 No Travel_Rarely
## 678 678 6323 4 40 No Travel_Frequently
## 679 679 5131 2 36 No Travel_Frequently
## 680 680 2329 2 31 No Travel_Rarely
## 681 681 4256 3 25 No Travel_Rarely
## 682 682 2258 2 43 No Travel_Frequently
## 683 683 5347 2 36 No Travel_Rarely
## 684 684 9439 4 57 No Travel_Rarely
## 685 685 2713 2 28 No Travel_Rarely
## 686 686 10648 8 31 No Travel_Rarely
## 687 687 7553 7 29 Yes Travel_Frequently
## 688 688 2622 1 33 No Travel_Rarely
## 689 689 1102 0 19 Yes Travel_Rarely
## 690 690 2592 8 38 No Non-Travel
## 691 691 6077 2 38 No Travel_Frequently
## 692 692 11849 9 47 Yes Non-Travel
## 693 693 6781 0 42 No Travel_Rarely
## 694 694 2285 0 30 Yes Travel_Frequently
## 695 695 9525 3 37 No Travel_Frequently
## 696 696 3294 2 47 No Travel_Rarely
## 697 697 15202 2 48 No Travel_Frequently
## 698 698 5914 7 36 No Travel_Rarely
## 699 699 1569 0 18 Yes Travel_Frequently
## 700 700 19081 3 46 No Travel_Rarely
## 701 701 2804 0 29 No Travel_Rarely
## 702 702 5714 3 34 No Travel_Rarely
## 703 703 10377 12 35 No Non-Travel
## 704 704 2148 4 26 Yes Travel_Rarely
## 705 705 2267 2 59 No Travel_Rarely
## 706 706 6230 10 41 No Non-Travel
## 707 707 6854 7 54 No Travel_Rarely
## 708 708 2109 2 31 No Travel_Rarely
## 709 709 3702 4 38 No Travel_Rarely
## 710 710 17924 7 50 No Non-Travel
## 711 711 11916 8 30 No Travel_Rarely
## 712 712 14118 0 57 No Travel_Rarely
## 713 713 2559 0 48 No Travel_Rarely
## 714 714 9699 12 36 No Travel_Frequently
## 715 715 7587 9 36 No Non-Travel
## 716 716 1555 0 24 Yes Travel_Rarely
## 717 717 6578 4 30 No Travel_Rarely
## 718 718 3660 7 28 No Travel_Rarely
## 719 719 4581 7 35 Yes Travel_Frequently
## 720 720 7655 7 28 No Travel_Rarely
## 721 721 9434 8 37 No Travel_Rarely
## 722 722 5768 2 37 No Travel_Rarely
## 723 723 2996 3 34 No Travel_Frequently
## 724 724 8858 8 36 No Travel_Rarely
## 725 725 3968 0 42 No Travel_Rarely
## 726 726 4898 2 25 No Travel_Rarely
## 727 727 2973 0 37 No Travel_Frequently
## 728 728 3815 0 34 No Travel_Frequently
## 729 729 2340 0 26 Yes Travel_Rarely
## 730 730 2523 1 22 No Travel_Rarely
## 731 731 4765 0 43 No Travel_Rarely
## 732 732 5238 0 39 Yes Travel_Rarely
## 733 733 2863 0 27 Yes Travel_Frequently
## 734 734 4707 2 32 Yes Non-Travel
## 735 735 2972 0 34 No Travel_Rarely
## 736 736 6500 7 27 No Travel_Rarely
## 737 737 12031 6 39 No Travel_Rarely
## 738 738 5171 5 59 No Travel_Rarely
## 739 739 4601 0 35 No Travel_Rarely
## 740 740 3681 2 35 No Travel_Rarely
## 741 741 8639 2 25 No Travel_Rarely
## 742 742 11557 1 31 No Travel_Rarely
## 743 743 4285 7 37 No Travel_Rarely
## 744 744 3295 2 23 No Travel_Rarely
## 745 745 4907 4 25 No Travel_Rarely
## 746 746 2296 0 24 No Travel_Rarely
## 747 747 2335 0 29 Yes Travel_Rarely
## 748 748 5343 9 34 No Travel_Frequently
## 749 749 3907 2 24 No Travel_Rarely
## 750 750 2500 2 33 No Travel_Rarely
## 751 751 2323 2 20 Yes Travel_Frequently
## 752 752 2302 2 31 Yes Travel_Frequently
## 753 753 11245 13 50 No Travel_Frequently
## 754 754 7314 7 46 Yes Travel_Rarely
## 755 755 13549 3 54 No Travel_Rarely
## 756 756 3708 4 44 No Non-Travel
## 757 757 4014 7 35 No Travel_Rarely
## 758 758 6651 2 49 No Travel_Rarely
## 759 759 3306 0 38 No Travel_Rarely
## 760 760 18824 11 45 Yes Travel_Rarely
## 761 761 2404 0 29 Yes Travel_Rarely
## 762 762 16752 0 47 No Travel_Rarely
## 763 763 6151 9 41 No Non-Travel
## 764 764 6347 13 50 No Non-Travel
## 765 765 3737 2 34 No Travel_Rarely
## 766 766 5769 4 45 No Travel_Rarely
## 767 767 3376 8 41 No Travel_Rarely
## 768 768 10932 1 40 No Non-Travel
## 769 769 7379 4 46 No Travel_Rarely
## 770 770 5593 12 45 No Non-Travel
## 771 771 4682 1 33 No Travel_Frequently
## 772 772 10453 7 46 No Travel_Rarely
## 773 773 10938 8 39 No Travel_Frequently
## 774 774 3388 0 36 Yes Travel_Rarely
## 775 775 10124 9 42 No Travel_Frequently
## 776 776 3505 2 23 No Travel_Rarely
## 777 777 2064 3 30 No Travel_Rarely
## 778 778 2827 0 32 No Non-Travel
## 779 779 2570 7 26 No Non-Travel
## 780 780 4787 2 29 Yes Travel_Rarely
## 781 781 3140 2 41 Yes Travel_Rarely
## 782 782 4553 10 39 No Travel_Rarely
## 783 783 2277 3 33 No Travel_Rarely
## 784 784 4539 1 33 No Travel_Frequently
## 785 785 4978 0 47 No Non-Travel
## 786 786 16422 0 31 No Travel_Rarely
## 787 787 13116 2 51 No Travel_Rarely
## 788 788 4941 7 52 Yes Travel_Rarely
## 789 789 19038 0 55 No Travel_Rarely
## 790 790 2096 1 25 No Travel_Rarely
## 791 791 4789 2 49 No Travel_Rarely
## 792 792 2311 2 34 No Travel_Rarely
## 793 793 7756 2 38 No Travel_Rarely
## 794 794 10096 8 36 No Travel_Rarely
## 795 795 6804 7 49 No Non-Travel
## 796 796 3348 7 33 Yes Travel_Frequently
## 797 797 13496 10 45 No Travel_Rarely
## 798 798 2398 0 22 Yes Travel_Rarely
## 799 799 1859 0 19 Yes Non-Travel
## 800 800 6842 4 36 No Travel_Rarely
## 801 801 5376 3 33 No Travel_Frequently
## 802 802 6582 5 31 No Travel_Rarely
## 803 803 17068 10 39 No Travel_Rarely
## 804 804 9582 7 35 Yes Travel_Rarely
## 805 805 2042 2 44 No Non-Travel
## 806 806 8321 7 36 No Travel_Rarely
## 807 807 6232 2 25 No Travel_Rarely
## 808 808 2323 2 22 No Travel_Rarely
## 809 809 2862 8 30 No Travel_Rarely
## 810 810 3058 1 27 No Travel_Rarely
## 811 811 3072 10 30 No Non-Travel
## 812 812 3229 2 25 No Travel_Rarely
## 813 813 4260 3 24 No Travel_Rarely
## 814 814 19658 0 47 No Travel_Rarely
## 815 815 2899 2 38 No Travel_Rarely
## 816 816 2781 10 33 No Travel_Rarely
## 817 817 6877 0 30 No Travel_Rarely
## 818 818 11691 7 33 No Travel_Rarely
## 819 819 2720 2 30 No Travel_Rarely
## 820 820 9854 2 28 Yes Travel_Rarely
## 821 821 3312 2 32 No Travel_Rarely
## 822 822 6931 2 29 No Travel_Rarely
## 823 823 6712 7 34 No Travel_Rarely
## 824 824 2610 2 31 Yes Travel_Frequently
## 825 825 4663 1 36 No Travel_Rarely
## 826 826 19627 2 46 No Travel_Rarely
## 827 827 8161 0 31 Yes Travel_Rarely
## 828 828 4538 2 34 No Travel_Rarely
## 829 829 2468 5 38 No Travel_Frequently
## 830 830 18200 7 50 No Travel_Frequently
## 831 831 3633 8 45 No Non-Travel
## 832 832 1675 0 19 Yes Travel_Rarely
## 833 833 3196 3 28 No Travel_Rarely
## 834 834 2552 0 19 No Travel_Rarely
## 835 835 13577 0 55 No Non-Travel
## 836 836 8834 7 37 No Non-Travel
## 837 837 2996 3 37 No Travel_Rarely
## 838 838 5337 7 34 No Travel_Rarely
## 839 839 10333 10 47 No Travel_Rarely
## 840 840 19665 9 48 No Travel_Rarely
## 841 841 1420 0 18 Yes Travel_Rarely
## 842 842 7988 9 29 No Travel_Rarely
## 843 843 13826 0 52 No Travel_Frequently
## 844 844 8500 6 34 No Travel_Rarely
## 845 845 6029 2 34 No Travel_Rarely
## 846 846 4558 8 28 No Travel_Rarely
## 847 847 1483 0 19 No Travel_Rarely
## 848 848 9613 7 39 No Travel_Rarely
## 849 849 6380 0 40 Yes Travel_Rarely
## 850 850 2544 7 26 No Travel_Frequently
## 851 851 4559 2 31 Yes Travel_Rarely
## 852 852 2206 8 30 No Travel_Rarely
## 853 853 4193 8 29 No Travel_Rarely
## 854 854 5661 7 28 No Travel_Rarely
## 855 855 4788 2 35 No Travel_Rarely
## 856 856 2404 0 35 No Travel_Rarely
## 857 857 2657 4 30 Yes Travel_Rarely
## 858 858 8943 9 31 No Travel_Frequently
## 859 859 2238 4 41 No Travel_Rarely
## 860 860 7978 5 44 Yes Travel_Rarely
## 861 861 2838 7 51 No Travel_Frequently
## 862 862 10231 17 43 No Travel_Rarely
## 863 863 5304 4 34 Yes Non-Travel
## 864 864 13770 13 47 No Travel_Frequently
## 865 865 9380 2 45 No Travel_Rarely
## 866 866 7898 8 48 No Travel_Rarely
## 867 867 4465 2 32 No Non-Travel
## 868 868 4591 2 47 No Travel_Rarely
## 869 869 4477 2 45 No Travel_Rarely
## 870 870 4425 2 35 No Travel_Frequently
## 871 871 NA 7 43 No Travel_Frequently
## 872 872 NA 2 33 No Travel_Rarely
## 873 873 NA 8 55 Yes Travel_Rarely
## 874 874 NA 2 36 No Non-Travel
## 875 875 NA 7 27 No Travel_Rarely
## 876 876 NA 0 39 Yes Travel_Rarely
## 877 877 NA 7 33 No Non-Travel
## 878 878 NA 2 21 Yes Travel_Frequently
## 879 879 NA 9 30 No Travel_Frequently
## 880 880 NA 3 51 No Travel_Rarely
## 881 881 NA 3 46 Yes Travel_Rarely
## 882 882 NA 3 40 No Travel_Rarely
## 883 883 NA 2 29 No Travel_Rarely
## 884 884 NA 1 27 No Travel_Frequently
## 885 885 NA 0 29 No Travel_Rarely
## 886 886 NA 2 22 Yes Travel_Rarely
## 887 887 NA 6 29 No Travel_Rarely
## 888 888 NA 0 34 No Travel_Rarely
## 889 889 NA 7 31 No Travel_Rarely
## 890 890 NA 4 35 No Travel_Rarely
## 891 891 NA 8 40 No Travel_Rarely
## 892 892 NA 3 30 No Travel_Rarely
## 893 893 NA 7 46 Yes Travel_Rarely
## 894 894 NA 4 27 No Travel_Frequently
## 895 895 NA 7 49 No Travel_Rarely
## 896 896 NA 7 46 No Travel_Rarely
## 897 897 NA 0 33 Yes Travel_Rarely
## 898 898 NA 10 42 No Non-Travel
## 899 899 NA 6 34 No Travel_Rarely
## 900 900 NA 2 36 No Travel_Rarely
## 901 901 NA 2 27 No Travel_Rarely
## 902 902 NA 0 44 No Travel_Frequently
## 903 903 NA 7 48 No Travel_Rarely
## 904 904 NA 0 40 No Travel_Rarely
## 905 905 NA 1 45 No Travel_Rarely
## 906 906 NA 2 33 No Travel_Frequently
## 907 907 NA 5 46 No Travel_Frequently
## 908 908 NA 4 37 No Travel_Rarely
## 909 909 NA 2 28 Yes Travel_Rarely
## 910 910 NA 0 32 No Travel_Rarely
## 911 911 NA 7 43 No Travel_Rarely
## 912 912 NA 2 38 No Travel_Frequently
## 913 913 NA 2 40 No Travel_Rarely
## 914 914 NA 8 34 No Travel_Rarely
## 915 915 NA 1 41 No Travel_Rarely
## 916 916 NA 2 23 No Travel_Rarely
## 917 917 NA 2 28 No Travel_Rarely
## 918 918 NA 2 26 No Travel_Rarely
## 919 919 NA 0 28 No Travel_Rarely
## 920 920 NA 0 59 No Travel_Rarely
## 921 921 NA 2 30 No Travel_Rarely
## 922 922 NA 1 35 No Travel_Rarely
## 923 923 NA 0 36 Yes Travel_Rarely
## 924 924 NA 3 42 No Non-Travel
## 925 925 NA 7 54 No Travel_Rarely
## 926 926 NA 7 40 No Travel_Rarely
## 927 927 NA 8 32 No Travel_Rarely
## 928 928 NA 11 38 No Travel_Rarely
## 929 929 NA 0 22 No Non-Travel
## 930 930 NA 6 32 No Travel_Frequently
## 931 931 NA 7 34 No Non-Travel
## 932 932 NA 7 32 No Travel_Rarely
## 933 933 NA 7 41 No Travel_Rarely
## 934 934 NA 0 58 Yes Travel_Frequently
## 935 935 NA 0 20 Yes Travel_Rarely
## 936 936 NA 0 24 Yes Travel_Frequently
## 937 937 NA 3 46 No Travel_Rarely
## 938 938 NA 3 51 Yes Travel_Frequently
## 939 939 NA 7 39 No Travel_Rarely
## 940 940 NA 0 28 No Travel_Rarely
## 941 941 NA 0 40 Yes Travel_Rarely
## 942 942 NA 6 39 No Travel_Rarely
## 943 943 NA 9 59 No Travel_Rarely
## 944 944 NA 2 27 No Travel_Rarely
## 945 945 NA 0 18 No Travel_Rarely
## 946 946 NA 3 29 No Travel_Frequently
## 947 947 NA 0 21 Yes Travel_Rarely
## 948 948 NA 2 26 No Travel_Rarely
## 949 949 NA 0 26 Yes Travel_Frequently
## 950 950 NA 3 47 Yes Travel_Frequently
## 951 951 NA 3 42 No Non-Travel
## 952 952 NA 5 40 No Travel_Rarely
## 953 953 NA 1 37 No Travel_Rarely
## 954 954 NA 2 27 No Travel_Frequently
## 955 955 NA 3 39 No Non-Travel
## 956 956 NA 3 45 No Travel_Rarely
## 957 957 NA 2 56 No Travel_Rarely
## 958 958 NA 7 32 No Non-Travel
## 959 959 NA 2 41 No Travel_Rarely
## 960 960 NA 8 58 Yes Travel_Rarely
## 961 961 NA 5 29 No Travel_Rarely
## 962 962 NA 7 40 No Travel_Rarely
## 963 963 NA 2 38 No Travel_Frequently
## 964 964 NA 6 39 No Travel_Rarely
## 965 965 NA 1 25 No Travel_Rarely
## 966 966 NA 8 50 No Travel_Rarely
## 967 967 NA 4 29 No Travel_Rarely
## 968 968 NA 0 36 No Travel_Rarely
## 969 969 NA 2 50 No Travel_Frequently
## 970 970 NA 2 26 Yes Travel_Rarely
## 971 971 NA 7 27 No Travel_Rarely
## 972 972 NA 5 31 No Travel_Rarely
## 973 973 NA 2 28 No Travel_Frequently
## 974 974 NA 0 20 No Travel_Rarely
## 975 975 NA 2 24 No Travel_Rarely
## 976 976 NA 1 29 Yes Travel_Rarely
## 977 977 NA 2 48 No Travel_Rarely
## 978 978 NA 3 39 Yes Travel_Rarely
## 979 979 NA 15 35 No Travel_Rarely
## 980 980 NA 0 49 No Travel_Rarely
## 981 981 NA 2 35 No Travel_Rarely
## 982 982 NA 2 46 No Travel_Rarely
## 983 983 NA 2 52 No Travel_Rarely
## 984 984 NA 0 26 No Travel_Rarely
## 985 985 NA 0 36 No Travel_Rarely
## 986 986 NA 3 32 Yes Travel_Frequently
## 987 987 NA 0 22 Yes Travel_Frequently
## 988 988 NA 3 32 No Travel_Rarely
## 989 989 NA 8 39 No Travel_Frequently
## 990 990 NA 2 31 No Travel_Rarely
## 991 991 NA 4 39 No Travel_Rarely
## 992 992 NA 4 24 No Travel_Rarely
## 993 993 NA 7 30 No Travel_Rarely
## 994 994 NA 0 40 No Travel_Frequently
## 995 995 NA 3 38 No Non-Travel
## 996 996 NA 10 34 No Travel_Rarely
## 997 997 NA 2 38 No Travel_Frequently
## 998 998 NA 7 54 No Travel_Rarely
## 999 999 NA 8 35 No Travel_Rarely
## 1000 1000 NA 1 32 Yes Travel_Rarely
## 1001 1001 NA 2 46 No Travel_Rarely
## 1002 1002 NA 0 47 No Travel_Frequently
## 1003 1003 NA 6 32 No Travel_Rarely
## 1004 1004 NA 4 47 No Travel_Rarely
## 1005 1005 NA 6 48 No Travel_Rarely
## 1006 1006 NA 1 34 No Travel_Rarely
## 1007 1007 NA 2 20 No Travel_Rarely
## 1008 1008 NA 2 38 No Travel_Rarely
## 1009 1009 NA 7 53 No Travel_Rarely
## 1010 1010 NA 5 53 No Travel_Rarely
## 1011 1011 NA 0 37 Yes Travel_Frequently
## 1012 1012 NA 0 34 No Travel_Rarely
## 1013 1013 NA 9 32 No Travel_Rarely
## 1014 1014 NA 7 34 Yes Travel_Frequently
## 1015 1015 NA 1 30 Yes Travel_Frequently
## 1016 1016 NA 2 43 No Travel_Rarely
## 1017 1017 NA 8 42 No Travel_Rarely
## 1018 1018 NA 6 35 No Travel_Rarely
## 1019 1019 NA 4 30 No Travel_Rarely
## 1020 1020 NA 0 18 No Non-Travel
## 1021 1021 NA 7 45 No Travel_Rarely
## 1022 1022 NA 0 36 No Non-Travel
## 1023 1023 NA 2 39 No Travel_Rarely
## 1024 1024 NA 4 45 No Non-Travel
## 1025 1025 NA 7 41 No Travel_Frequently
## 1026 1026 NA 3 39 No Non-Travel
## 1027 1027 NA 0 31 No Travel_Rarely
## 1028 1028 NA 3 25 No Travel_Rarely
## 1029 1029 NA 0 24 Yes Travel_Rarely
## 1030 1030 NA 6 44 Yes Travel_Rarely
## 1031 1031 NA 2 32 No Travel_Rarely
## 1032 1032 NA 8 43 No Travel_Rarely
## 1033 1033 NA 8 27 No Travel_Rarely
## 1034 1034 NA 0 26 No Travel_Rarely
## 1035 1035 NA 7 40 No Non-Travel
## 1036 1036 NA 1 20 Yes Travel_Rarely
## 1037 1037 NA 4 25 No Travel_Rarely
## 1038 1038 NA 1 54 No Travel_Rarely
## 1039 1039 NA 2 39 No Travel_Rarely
## 1040 1040 NA 1 29 No Travel_Rarely
## 1041 1041 NA 4 31 Yes Travel_Frequently
## 1042 1042 NA 2 33 No Travel_Rarely
## 1043 1043 NA 4 36 No Travel_Rarely
## 1044 1044 NA 11 36 No Travel_Rarely
## 1045 1045 NA 4 28 No Non-Travel
## 1046 1046 NA 0 28 Yes Travel_Frequently
## 1047 1047 NA 4 38 Yes Travel_Rarely
## 1048 1048 NA 8 33 No Travel_Frequently
## 1049 1049 NA 7 27 Yes Travel_Rarely
## 1050 1050 NA 2 35 Yes Travel_Rarely
## 1051 1051 NA 9 53 Yes Travel_Rarely
## 1052 1052 NA 7 36 No Travel_Frequently
## 1053 1053 NA 2 43 No Travel_Rarely
## 1054 1054 NA 2 28 No Travel_Rarely
## 1055 1055 NA 2 27 No Travel_Frequently
## 1056 1056 NA 2 25 Yes Travel_Rarely
## 1057 1057 NA 0 27 No Travel_Frequently
## 1058 1058 NA 9 43 No Travel_Rarely
## 1059 1059 NA 7 37 No Travel_Rarely
## 1060 1060 NA 4 28 No Travel_Rarely
## 1061 1061 NA 8 57 No Travel_Rarely
## 1062 1062 NA 2 34 No Travel_Frequently
## 1063 1063 NA 7 33 No Travel_Frequently
## 1064 1064 NA 2 23 Yes Travel_Rarely
## 1065 1065 NA 2 58 No Non-Travel
## 1066 1066 NA 2 23 No Travel_Rarely
## 1067 1067 NA 2 40 No Travel_Rarely
## 1068 1068 NA 10 60 No Travel_Rarely
## 1069 1069 NA 3 33 No Travel_Frequently
## 1070 1070 NA 2 50 No Travel_Rarely
## 1071 1071 NA 0 27 No Travel_Rarely
## 1072 1072 NA 12 31 No Travel_Rarely
## 1073 1073 NA 2 20 No Travel_Rarely
## 1074 1074 NA 7 30 No Travel_Rarely
## 1075 1075 NA 0 56 No Travel_Rarely
## 1076 1076 NA 9 46 No Travel_Rarely
## 1077 1077 NA 8 53 No Travel_Rarely
## 1078 1078 NA 2 31 No Travel_Rarely
## 1079 1079 NA 7 36 No Travel_Rarely
## 1080 1080 NA 2 42 No Travel_Frequently
## 1081 1081 NA 2 40 No Travel_Rarely
## 1082 1082 NA 1 35 No Travel_Rarely
## 1083 1083 NA 0 23 Yes Travel_Frequently
## 1084 1084 NA 9 35 No Travel_Rarely
## 1085 1085 NA 8 38 No Travel_Frequently
## 1086 1086 NA 12 40 No Travel_Frequently
## 1087 1087 NA 2 31 No Travel_Rarely
## 1088 1088 NA 1 38 No Travel_Rarely
## 1089 1089 NA 3 31 No Travel_Rarely
## 1090 1090 NA 4 27 No Travel_Rarely
## 1091 1091 NA 7 29 No Travel_Rarely
## 1092 1092 NA 11 36 No Non-Travel
## 1093 1093 NA 7 37 No Travel_Frequently
## 1094 1094 NA 3 40 No Travel_Rarely
## 1095 1095 NA 5 25 No Non-Travel
## 1096 1096 NA 3 37 No Travel_Rarely
## 1097 1097 NA 2 37 No Travel_Rarely
## 1098 1098 NA 2 30 Yes Travel_Frequently
## 1099 1099 NA 7 32 No Travel_Rarely
## 1100 1100 NA 8 37 Yes Travel_Rarely
## 1101 1101 NA 9 40 No Travel_Rarely
## 1102 1102 NA 3 40 No Travel_Rarely
## 1103 1103 NA 5 38 No Non-Travel
## 1104 1104 NA 4 53 No Travel_Rarely
## 1105 1105 NA 1 36 No Travel_Rarely
## 1106 1106 NA 1 29 No Travel_Frequently
## 1107 1107 NA 8 27 No Travel_Rarely
## 1108 1108 NA 2 44 No Travel_Rarely
## 1109 1109 NA 7 27 No Travel_Frequently
## 1110 1110 NA 4 35 No Travel_Rarely
## 1111 1111 NA 9 35 No Non-Travel
## 1112 1112 NA 4 59 No Travel_Rarely
## 1113 1113 NA 7 33 Yes Travel_Rarely
## 1114 1114 NA 3 50 Yes Travel_Frequently
## 1115 1115 NA 11 47 No Travel_Rarely
## 1116 1116 NA 3 27 No Travel_Frequently
## 1117 1117 NA 1 37 No Travel_Rarely
## 1118 1118 NA 5 28 No Non-Travel
## 1119 1119 NA 4 58 No Travel_Rarely
## 1120 1120 NA 6 34 No Travel_Rarely
## 1121 1121 NA 0 50 Yes Travel_Rarely
## 1122 1122 NA 1 48 No Non-Travel
## 1123 1123 NA 7 31 No Travel_Frequently
## 1124 1124 NA 8 45 No Non-Travel
## 1125 1125 NA 0 34 No Travel_Rarely
## 1126 1126 NA 0 19 Yes Travel_Frequently
## 1127 1127 NA 2 24 Yes Travel_Frequently
## 1128 1128 NA 4 52 No Travel_Rarely
## 1129 1129 NA 4 41 No Travel_Rarely
## 1130 1130 NA 1 22 No Travel_Rarely
## 1131 1131 NA 2 31 No Travel_Frequently
## 1132 1132 NA 2 39 No Travel_Rarely
## 1133 1133 NA 2 42 No Travel_Rarely
## 1134 1134 NA 3 38 No Travel_Frequently
## 1135 1135 NA 4 32 Yes Travel_Rarely
## 1136 1136 NA 3 26 No Travel_Rarely
## 1137 1137 NA 3 37 No Travel_Rarely
## 1138 1138 NA 7 41 No Travel_Frequently
## 1139 1139 NA 13 38 No Travel_Rarely
## 1140 1140 NA 11 43 No Travel_Rarely
## 1141 1141 NA 8 31 No Travel_Rarely
## 1142 1142 NA 2 42 No Travel_Rarely
## 1143 1143 NA 8 48 No Travel_Rarely
## 1144 1144 NA 2 28 No Travel_Rarely
## 1145 1145 NA 2 44 No Travel_Frequently
## 1146 1146 NA 1 45 No Travel_Rarely
## 1147 1147 NA 2 34 No Travel_Rarely
## 1148 1148 NA 2 31 No Travel_Rarely
## 1149 1149 NA 2 29 No Travel_Rarely
## 1150 1150 NA 8 30 No Travel_Rarely
## 1151 1151 NA 3 38 No Travel_Frequently
## 1152 1152 NA 0 27 No Travel_Frequently
## 1153 1153 NA 3 54 No Travel_Frequently
## 1154 1154 NA 0 28 Yes Travel_Rarely
## 1155 1155 NA 11 49 No Travel_Rarely
## 1156 1156 NA 0 51 No Travel_Rarely
## 1157 1157 NA 2 29 Yes Travel_Rarely
## 1158 1158 NA 0 36 No Travel_Rarely
## 1159 1159 NA 2 27 No Travel_Rarely
## 1160 1160 NA 1 36 No Travel_Rarely
## 1161 1161 NA 2 44 Yes Travel_Rarely
## 1162 1162 NA 0 38 No Travel_Rarely
## 1163 1163 NA 10 29 No Travel_Frequently
## 1164 1164 NA 2 37 No Travel_Rarely
## 1165 1165 NA 7 26 Yes Travel_Frequently
## 1166 1166 NA 2 32 No Travel_Frequently
## 1167 1167 NA 1 40 No Travel_Rarely
## 1168 1168 NA 4 30 No Travel_Rarely
## 1169 1169 NA 3 27 No Travel_Rarely
## 1170 1170 NA 7 37 No Travel_Rarely
## DailyRate Department DistanceFromHome Education
## 1 117 Sales 13 4
## 2 1308 Research & Development 14 3
## 3 200 Research & Development 18 2
## 4 801 Sales 1 4
## 5 567 Research & Development 2 1
## 6 294 Research & Development 10 2
## 7 1283 Research & Development 5 5
## 8 309 Sales 10 4
## 9 1333 Sales 10 4
## 10 653 Research & Development 10 4
## 11 823 Research & Development 6 3
## 12 280 Human Resources 1 2
## 13 950 Research & Development 7 3
## 14 202 Sales 2 1
## 15 991 Human Resources 1 2
## 16 1188 Sales 20 2
## 17 498 Research & Development 3 4
## 18 1144 Research & Development 7 4
## 19 181 Research & Development 2 4
## 20 170 Research & Development 1 4
## 21 913 Research & Development 9 2
## 22 817 Sales 2 1
## 23 1001 Research & Development 9 5
## 24 715 Sales 2 4
## 25 1069 Research & Development 1 3
## 26 1099 Sales 5 3
## 27 1245 Sales 14 3
## 28 603 Sales 9 4
## 29 1168 Sales 24 4
## 30 715 Research & Development 19 4
## 31 689 Sales 9 2
## 32 267 Research & Development 21 3
## 33 488 Sales 2 3
## 34 982 Research & Development 1 4
## 35 1373 Research & Development 5 4
## 36 1311 Research & Development 7 3
## 37 737 Sales 10 3
## 38 1456 Sales 13 5
## 39 206 Human Resources 8 4
## 40 793 Sales 20 3
## 41 350 Sales 2 3
## 42 954 Sales 2 2
## 43 464 Research & Development 16 3
## 44 1059 Research & Development 9 2
## 45 373 Research & Development 1 2
## 46 748 Research & Development 9 2
## 47 964 Sales 1 2
## 48 770 Sales 10 4
## 49 1306 Sales 5 3
## 50 691 Research & Development 9 3
## 51 362 Research & Development 1 1
## 52 1055 Research & Development 1 3
## 53 1117 Research & Development 2 1
## 54 805 Research & Development 4 2
## 55 746 Research & Development 8 4
## 56 548 Research & Development 9 4
## 57 933 Research & Development 19 3
## 58 1370 Research & Development 3 1
## 59 728 Research & Development 1 4
## 60 599 Sales 24 1
## 61 530 Sales 3 1
## 62 325 Research & Development 10 4
## 63 1154 Sales 2 2
## 64 1431 Research & Development 14 3
## 65 984 Research & Development 17 2
## 66 334 Research & Development 5 2
## 67 1017 Research & Development 6 4
## 68 571 Research & Development 12 2
## 69 664 Research & Development 1 3
## 70 1372 Research & Development 1 3
## 71 642 Research & Development 1 3
## 72 866 Sales 5 3
## 73 556 Research & Development 23 2
## 74 167 Research & Development 12 4
## 75 1030 Sales 5 3
## 76 721 Research & Development 1 2
## 77 971 Sales 1 3
## 78 563 Sales 1 4
## 79 1052 Sales 6 3
## 80 1276 Research & Development 2 1
## 81 1141 Research & Development 11 2
## 82 1370 Research & Development 27 4
## 83 508 Research & Development 6 4
## 84 1319 Research & Development 6 3
## 85 429 Research & Development 2 4
## 86 715 Research & Development 2 3
## 87 703 Sales 14 4
## 88 622 Research & Development 14 4
## 89 994 Sales 8 3
## 90 705 Sales 2 4
## 91 1490 Research & Development 2 2
## 92 408 Sales 23 1
## 93 1373 Research & Development 2 2
## 94 670 Research & Development 10 4
## 95 1452 Research & Development 11 3
## 96 635 Sales 1 1
## 97 228 Sales 3 3
## 98 1040 Research & Development 2 2
## 99 410 Research & Development 2 1
## 100 401 Research & Development 1 3
## 101 1377 Research & Development 11 1
## 102 326 Sales 8 2
## 103 1381 Sales 4 4
## 104 885 Research & Development 4 3
## 105 447 Research & Development 2 3
## 106 1384 Research & Development 3 4
## 107 1496 Research & Development 1 1
## 108 189 Human Resources 26 4
## 109 261 Research & Development 21 2
## 110 529 Research & Development 2 3
## 111 773 Research & Development 6 3
## 112 1053 Research & Development 1 2
## 113 994 Research & Development 7 4
## 114 1225 Research & Development 2 4
## 115 1361 Sales 17 4
## 116 1252 Sales 19 2
## 117 1356 Sales 10 4
## 118 1378 Research & Development 13 2
## 119 465 Research & Development 14 3
## 120 404 Research & Development 2 4
## 121 427 Research & Development 8 3
## 122 501 Sales 5 1
## 123 930 Sales 9 3
## 124 243 Sales 7 4
## 125 442 Sales 2 2
## 126 1224 Sales 7 4
## 127 1125 Research & Development 16 1
## 128 556 Research & Development 25 2
## 129 930 Research & Development 6 3
## 130 1319 Sales 3 3
## 131 991 Sales 5 3
## 132 1313 Sales 11 4
## 133 1368 Research & Development 28 4
## 134 492 Research & Development 12 3
## 135 559 Research & Development 10 4
## 136 791 Research & Development 2 2
## 137 805 Research & Development 1 2
## 138 1441 Research & Development 17 3
## 139 1122 Research & Development 6 3
## 140 1189 Sales 3 3
## 141 1369 Research & Development 23 3
## 142 848 Research & Development 23 4
## 143 566 Research & Development 7 2
## 144 228 Sales 6 4
## 145 1202 Research & Development 2 1
## 146 746 Sales 2 3
## 147 931 Research & Development 14 3
## 148 1242 Sales 8 4
## 149 477 Research & Development 24 3
## 150 580 Research & Development 27 3
## 151 1365 Sales 13 4
## 152 929 Sales 10 3
## 153 906 Sales 7 3
## 154 447 Research & Development 5 3
## 155 546 Research & Development 10 3
## 156 641 Sales 25 2
## 157 444 Sales 2 2
## 158 203 Research & Development 2 3
## 159 1082 Research & Development 27 3
## 160 458 Research & Development 26 5
## 161 852 Research & Development 1 1
## 162 1366 Research & Development 24 2
## 163 1216 Sales 8 4
## 164 916 Research & Development 17 2
## 165 1232 Sales 16 3
## 166 500 Sales 2 3
## 167 301 Research & Development 22 4
## 168 922 Research & Development 1 5
## 169 956 Research & Development 6 2
## 170 1107 Research & Development 28 4
## 171 501 Sales 27 5
## 172 1169 Research & Development 14 4
## 173 1034 Research & Development 18 1
## 174 536 Sales 10 5
## 175 1376 Sales 2 2
## 176 984 Research & Development 1 1
## 177 725 Research & Development 2 3
## 178 342 Research & Development 2 3
## 179 967 Sales 8 3
## 180 702 Sales 1 4
## 181 819 Research & Development 2 3
## 182 1009 Sales 2 2
## 183 957 Research & Development 28 3
## 184 1089 Research & Development 6 3
## 185 443 Research & Development 8 1
## 186 1158 Research & Development 9 3
## 187 772 Research & Development 2 1
## 188 1225 Sales 2 4
## 189 797 Research & Development 4 1
## 190 120 Sales 4 3
## 191 1275 Research & Development 28 2
## 192 1125 Sales 7 4
## 193 1485 Research & Development 18 3
## 194 163 Sales 2 5
## 195 683 Research & Development 2 1
## 196 833 Research & Development 1 3
## 197 432 Research & Development 9 4
## 198 174 Sales 8 4
## 199 477 Research & Development 7 4
## 200 823 Research & Development 17 2
## 201 1479 Sales 24 3
## 202 548 Research & Development 1 3
## 203 859 Research & Development 4 3
## 204 654 Research & Development 1 2
## 205 1401 Sales 4 2
## 206 661 Research & Development 9 2
## 207 1372 Sales 9 3
## 208 1180 Research & Development 29 1
## 209 201 Research & Development 5 3
## 210 802 Sales 9 1
## 211 582 Research & Development 28 4
## 212 265 Sales 5 2
## 213 1225 Research & Development 10 2
## 214 932 Research & Development 1 2
## 215 1115 Research & Development 3 4
## 216 896 Research & Development 2 3
## 217 1495 Research & Development 10 3
## 218 117 Research & Development 22 3
## 219 438 Research & Development 18 3
## 220 583 Research & Development 4 2
## 221 304 Sales 2 3
## 222 306 Sales 26 4
## 223 530 Sales 16 3
## 224 1423 Research & Development 1 3
## 225 1206 Research & Development 9 2
## 226 911 Research & Development 1 2
## 227 464 Research & Development 4 2
## 228 1136 Research & Development 5 3
## 229 1353 Sales 3 2
## 230 465 Research & Development 6 1
## 231 1329 Research & Development 2 2
## 232 890 Sales 2 3
## 233 1093 Sales 9 3
## 234 1147 Sales 3 3
## 235 394 Sales 26 2
## 236 625 Sales 1 4
## 237 300 Research & Development 2 3
## 238 646 Research & Development 9 4
## 239 309 Human Resources 2 3
## 240 813 Research & Development 17 5
## 241 319 Research & Development 24 3
## 242 364 Research & Development 25 3
## 243 1328 Research & Development 2 3
## 244 383 Sales 9 2
## 245 718 Research & Development 8 1
## 246 1086 Research & Development 7 1
## 247 1232 Research & Development 7 4
## 248 234 Sales 1 4
## 249 1200 Research & Development 22 3
## 250 1276 Sales 2 5
## 251 1313 Research & Development 1 2
## 252 1229 Sales 8 4
## 253 252 Research & Development 2 3
## 254 359 Human Resources 18 5
## 255 218 Research & Development 8 1
## 256 343 Research & Development 9 3
## 257 444 Sales 5 3
## 258 855 Sales 7 4
## 259 1480 Sales 4 3
## 260 977 Research & Development 2 1
## 261 703 Sales 2 3
## 262 224 Research & Development 1 4
## 263 813 Research & Development 14 3
## 264 1404 Sales 20 3
## 265 1127 Research & Development 18 1
## 266 809 Research & Development 16 3
## 267 829 Research & Development 15 3
## 268 1259 Research & Development 2 4
## 269 1303 Research & Development 7 2
## 270 1176 Research & Development 20 3
## 271 589 Sales 2 4
## 272 1130 Research & Development 3 3
## 273 728 Sales 23 1
## 274 329 Sales 16 4
## 275 692 Research & Development 14 4
## 276 718 Research & Development 4 4
## 277 253 Research & Development 11 3
## 278 185 Research & Development 10 4
## 279 240 Sales 5 3
## 280 1229 Research & Development 4 4
## 281 1179 Sales 2 3
## 282 263 Research & Development 6 3
## 283 1194 Research & Development 1 3
## 284 691 Sales 7 3
## 285 433 Human Resources 1 3
## 286 589 Research & Development 28 4
## 287 391 Research & Development 7 1
## 288 1346 Research & Development 19 2
## 289 1467 Sales 11 2
## 290 384 Sales 8 4
## 291 974 Research & Development 1 4
## 292 1105 Research & Development 24 4
## 293 894 Research & Development 9 3
## 294 1162 Research & Development 1 1
## 295 898 Human Resources 6 2
## 296 1490 Research & Development 11 4
## 297 1069 Research & Development 2 1
## 298 658 Research & Development 7 3
## 299 335 Research & Development 9 2
## 300 1157 Research & Development 2 4
## 301 379 Sales 5 2
## 302 853 Sales 18 5
## 303 1441 Research & Development 22 3
## 304 1395 Research & Development 9 4
## 305 289 Research & Development 2 3
## 306 1269 Research & Development 4 1
## 307 804 Research & Development 9 3
## 308 697 Research & Development 3 4
## 309 135 Research & Development 18 4
## 310 810 Sales 8 3
## 311 1351 Research & Development 1 4
## 312 302 Research & Development 6 3
## 313 561 Research & Development 3 3
## 314 1169 Research & Development 7 4
## 315 1179 Sales 16 4
## 316 955 Sales 4 2
## 317 303 Sales 2 4
## 318 771 Research & Development 1 2
## 319 1498 Sales 21 4
## 320 265 Research & Development 25 3
## 321 1184 Research & Development 1 3
## 322 1397 Research & Development 1 5
## 323 1012 Research & Development 5 4
## 324 1003 Research & Development 8 4
## 325 466 Research & Development 1 1
## 326 618 Research & Development 4 3
## 327 1313 Research & Development 7 3
## 328 557 Research & Development 18 4
## 329 1394 Research & Development 8 3
## 330 1147 Human Resources 10 3
## 331 809 Research & Development 1 3
## 332 1045 Sales 4 4
## 333 429 Research & Development 1 2
## 334 608 Research & Development 1 2
## 335 1420 Human Resources 2 4
## 336 827 Research & Development 29 4
## 337 1182 Sales 11 2
## 338 618 Research & Development 3 1
## 339 959 Sales 1 4
## 340 1240 Research & Development 2 4
## 341 852 Research & Development 5 4
## 342 193 Research & Development 2 3
## 343 654 Research & Development 5 3
## 344 160 Research & Development 3 3
## 345 1329 Sales 29 4
## 346 119 Sales 15 4
## 347 1003 Research & Development 2 2
## 348 1479 Research & Development 1 3
## 349 111 Research & Development 17 3
## 350 832 Research & Development 9 3
## 351 1396 Research & Development 6 3
## 352 218 Sales 7 3
## 353 902 Research & Development 26 2
## 354 1142 Research & Development 8 2
## 355 796 Sales 4 1
## 356 1326 Sales 3 3
## 357 841 Research & Development 6 3
## 358 408 Research & Development 25 5
## 359 427 Research & Development 1 3
## 360 1403 Research & Development 6 3
## 361 699 Research & Development 1 4
## 362 746 Sales 24 3
## 363 266 Sales 2 1
## 364 1416 Research & Development 2 2
## 365 282 Research & Development 2 2
## 366 906 Sales 6 3
## 367 135 Research & Development 19 3
## 368 1342 Sales 9 2
## 369 977 Research & Development 10 3
## 370 1018 Research & Development 2 4
## 371 853 Research & Development 1 1
## 372 1398 Sales 22 4
## 373 1249 Research & Development 7 3
## 374 1470 Research & Development 10 3
## 375 727 Sales 9 1
## 376 333 Research & Development 22 5
## 377 885 Research & Development 16 4
## 378 419 Sales 12 4
## 379 942 Research & Development 15 1
## 380 138 Research & Development 22 3
## 381 1482 Research & Development 5 5
## 382 1355 Human Resources 25 1
## 383 1221 Sales 7 3
## 384 541 Sales 2 1
## 385 1323 Research & Development 4 4
## 386 1333 Research & Development 1 3
## 387 944 Sales 1 3
## 388 232 Research & Development 19 3
## 389 530 Sales 2 4
## 390 756 Sales 1 1
## 391 1111 Sales 8 2
## 392 1443 Sales 23 3
## 393 976 Research & Development 3 2
## 394 1499 Sales 28 3
## 395 1271 Research & Development 2 1
## 396 192 Research & Development 2 4
## 397 1009 Research & Development 2 3
## 398 1107 Human Resources 9 4
## 399 667 Research & Development 1 4
## 400 1193 Research & Development 2 1
## 401 317 Research & Development 2 3
## 402 926 Research & Development 21 2
## 403 207 Research & Development 9 4
## 404 711 Research & Development 5 4
## 405 1343 Research & Development 27 1
## 406 782 Research & Development 6 4
## 407 196 Sales 29 4
## 408 917 Research & Development 6 4
## 409 1219 Sales 2 4
## 410 589 Research & Development 14 2
## 411 1278 Human Resources 8 3
## 412 918 Sales 6 3
## 413 408 Research & Development 19 2
## 414 1318 Sales 10 4
## 415 296 Sales 6 2
## 416 1180 Research & Development 2 2
## 417 1116 Research & Development 2 3
## 418 566 Research & Development 18 4
## 419 977 Research & Development 1 3
## 420 986 Research & Development 3 4
## 421 1153 Research & Development 1 2
## 422 1063 Research & Development 25 5
## 423 249 Sales 6 4
## 424 1124 Research & Development 1 3
## 425 736 Sales 26 3
## 426 415 Sales 25 3
## 427 990 Research & Development 7 3
## 428 996 Research & Development 3 2
## 429 515 Research & Development 1 3
## 430 470 Research & Development 2 4
## 431 1377 Sales 2 3
## 432 458 Research & Development 16 2
## 433 1475 Research & Development 28 2
## 434 590 Research & Development 4 3
## 435 658 Sales 10 4
## 436 1130 Sales 8 4
## 437 890 Research & Development 2 4
## 438 157 Research & Development 1 3
## 439 869 Sales 3 2
## 440 827 Research & Development 1 4
## 441 1316 Research & Development 2 2
## 442 1082 Research & Development 9 4
## 443 529 Research & Development 2 4
## 444 528 Human Resources 1 3
## 445 734 Research & Development 2 4
## 446 465 Research & Development 1 3
## 447 1189 Research & Development 1 3
## 448 1128 Research & Development 13 3
## 449 653 Research & Development 29 5
## 450 336 Sales 26 3
## 451 501 Research & Development 15 2
## 452 1467 Research & Development 20 3
## 453 303 Sales 27 3
## 454 217 Sales 10 4
## 455 1236 Research & Development 1 4
## 456 611 Sales 7 4
## 457 1112 Sales 5 4
## 458 632 Sales 21 4
## 459 1255 Research & Development 1 2
## 460 172 Research & Development 4 4
## 461 1474 Research & Development 5 2
## 462 311 Research & Development 7 3
## 463 809 Sales 12 3
## 464 163 Research & Development 24 1
## 465 807 Research & Development 17 3
## 466 371 Research & Development 2 3
## 467 1157 Sales 2 4
## 468 132 Research & Development 6 3
## 469 265 Sales 29 2
## 470 1084 Research & Development 13 2
## 471 1354 Research & Development 2 4
## 472 459 Research & Development 24 2
## 473 193 Research & Development 6 4
## 474 1316 Research & Development 29 3
## 475 895 Research & Development 15 2
## 476 1211 Sales 5 4
## 477 342 Sales 16 4
## 478 775 Sales 29 2
## 479 258 Research & Development 8 4
## 480 161 Research & Development 10 3
## 481 136 Research & Development 1 3
## 482 1222 Research & Development 11 4
## 483 735 Research & Development 22 4
## 484 713 Research & Development 8 3
## 485 147 Research & Development 23 4
## 486 1102 Sales 1 2
## 487 945 Sales 9 3
## 488 670 Research & Development 26 1
## 489 626 Research & Development 1 2
## 490 970 Research & Development 8 2
## 491 636 Research & Development 10 4
## 492 1322 Research & Development 28 3
## 493 469 Sales 10 3
## 494 1029 Research & Development 16 3
## 495 1266 Sales 10 4
## 496 1318 Sales 26 4
## 497 192 Research & Development 10 2
## 498 889 Research & Development 9 3
## 499 1299 Research & Development 27 3
## 500 1251 Sales 21 4
## 501 601 Research & Development 7 4
## 502 103 Research & Development 24 3
## 503 708 Sales 7 2
## 504 1389 Research & Development 21 4
## 505 359 Research & Development 2 4
## 506 824 Research & Development 5 2
## 507 350 Sales 5 3
## 508 541 Sales 2 3
## 509 319 Sales 4 4
## 510 1360 Research & Development 12 3
## 511 345 Sales 10 2
## 512 1485 Research & Development 25 2
## 513 585 Research & Development 10 3
## 514 515 Research & Development 1 2
## 515 895 Sales 9 2
## 516 1302 Research & Development 2 3
## 517 867 Sales 19 2
## 518 855 Research & Development 12 3
## 519 1138 Research & Development 6 3
## 520 1162 Research & Development 24 2
## 521 702 Research & Development 16 4
## 522 329 Research & Development 24 3
## 523 1339 Research & Development 7 3
## 524 1245 Research & Development 18 4
## 525 142 Research & Development 3 3
## 526 124 Sales 2 3
## 527 1268 Sales 4 2
## 528 1332 Research & Development 11 2
## 529 1214 Research & Development 1 3
## 530 441 Research & Development 14 4
## 531 330 Research & Development 17 1
## 532 884 Sales 1 4
## 533 1252 Research & Development 23 2
## 534 1146 Research & Development 15 4
## 535 318 Research & Development 8 4
## 536 1344 Research & Development 7 3
## 537 130 Sales 2 2
## 538 544 Human Resources 2 1
## 539 1448 Sales 1 1
## 540 647 Sales 4 4
## 541 853 Research & Development 7 4
## 542 867 Research & Development 8 4
## 543 1450 Research & Development 3 3
## 544 1261 Research & Development 2 4
## 545 121 Research & Development 2 4
## 546 678 Research & Development 19 3
## 547 527 Research & Development 8 2
## 548 720 Research & Development 16 4
## 549 849 Research & Development 25 2
## 550 788 Human Resources 24 4
## 551 314 Human Resources 1 3
## 552 1169 Human Resources 8 2
## 553 1213 Human Resources 2 1
## 554 1469 Research & Development 20 4
## 555 1151 Research & Development 9 5
## 556 558 Sales 2 3
## 557 548 Research & Development 8 4
## 558 254 Research & Development 1 2
## 559 933 Research & Development 29 3
## 560 933 Sales 1 3
## 561 1480 Research & Development 3 2
## 562 1216 Research & Development 15 4
## 563 1134 Research & Development 16 4
## 564 697 Research & Development 10 3
## 565 921 Research & Development 1 3
## 566 1037 Research & Development 1 3
## 567 128 Research & Development 2 1
## 568 740 Sales 1 3
## 569 462 Sales 14 2
## 570 939 Research & Development 24 3
## 571 337 Sales 8 3
## 572 1427 Research & Development 18 1
## 573 783 Sales 1 2
## 574 810 Sales 8 2
## 575 703 Sales 28 2
## 576 1115 Research & Development 1 4
## 577 1404 Sales 1 3
## 578 981 Research & Development 5 3
## 579 711 Research & Development 4 3
## 580 1329 Research & Development 7 3
## 581 882 Research & Development 19 1
## 582 810 Research & Development 23 5
## 583 833 Research & Development 18 3
## 584 760 Sales 2 4
## 585 1459 Research & Development 10 4
## 586 905 Research & Development 19 2
## 587 573 Research & Development 6 3
## 588 1218 Sales 9 4
## 589 1462 Research & Development 11 3
## 590 1142 Research & Development 23 4
## 591 457 Research & Development 26 2
## 592 790 Sales 24 4
## 593 1496 Sales 1 3
## 594 722 Research & Development 25 4
## 595 884 Research & Development 15 3
## 596 586 Sales 1 3
## 597 672 Research & Development 25 3
## 598 555 Research & Development 2 3
## 599 155 Research & Development 4 3
## 600 813 Research & Development 1 3
## 601 830 Sales 13 2
## 602 1200 Research & Development 1 4
## 603 153 Research & Development 8 2
## 604 1401 Research & Development 6 1
## 605 428 Sales 9 3
## 606 970 Research & Development 7 3
## 607 1225 Sales 1 1
## 608 322 Sales 7 2
## 609 652 Research & Development 7 3
## 610 1038 Sales 8 1
## 611 817 Research & Development 1 3
## 612 509 Research & Development 2 4
## 613 465 Research & Development 2 2
## 614 419 Sales 21 3
## 615 231 Sales 8 2
## 616 1157 Research & Development 5 2
## 617 1099 Research & Development 4 4
## 618 1488 Sales 1 5
## 619 613 Research & Development 6 1
## 620 727 Research & Development 3 3
## 621 871 Research & Development 6 3
## 622 1379 Research & Development 16 4
## 623 182 Research & Development 1 4
## 624 1146 Human Resources 26 4
## 625 289 Research & Development 2 2
## 626 1167 Research & Development 4 2
## 627 1476 Sales 4 1
## 628 343 Research & Development 15 2
## 629 1091 Research & Development 2 1
## 630 1442 Research & Development 9 3
## 631 836 Research & Development 2 4
## 632 937 Sales 1 3
## 633 1035 Sales 3 4
## 634 922 Research & Development 3 2
## 635 1001 Research & Development 7 3
## 636 636 Research & Development 4 4
## 637 469 Research & Development 2 2
## 638 1239 Sales 13 4
## 639 691 Research & Development 23 3
## 640 1420 Sales 2 1
## 641 1358 Research & Development 24 1
## 642 750 Research & Development 12 3
## 643 444 Research & Development 2 1
## 644 967 Research & Development 16 4
## 645 906 Research & Development 5 2
## 646 630 Sales 4 4
## 647 247 Research & Development 8 1
## 648 390 Research & Development 17 4
## 649 776 Sales 1 4
## 650 1329 Research & Development 7 3
## 651 992 Research & Development 1 3
## 652 696 Sales 7 4
## 653 593 Research & Development 9 4
## 654 530 Sales 29 1
## 655 1368 Research & Development 4 1
## 656 496 Research & Development 11 2
## 657 1469 Research & Development 8 4
## 658 1050 Research & Development 11 4
## 659 483 Research & Development 6 3
## 660 1195 Research & Development 11 3
## 661 430 Research & Development 24 4
## 662 1303 Research & Development 2 4
## 663 1277 Sales 2 3
## 664 802 Research & Development 10 3
## 665 1065 Sales 23 4
## 666 461 Research & Development 1 3
## 667 1413 Sales 1 1
## 668 587 Research & Development 10 1
## 669 1089 Research & Development 7 2
## 670 685 Research & Development 3 3
## 671 397 Research & Development 7 4
## 672 392 Sales 2 4
## 673 467 Sales 7 3
## 674 130 Research & Development 25 4
## 675 486 Research & Development 8 3
## 676 168 Sales 4 2
## 677 676 Research & Development 1 3
## 678 692 Research & Development 11 3
## 679 688 Research & Development 4 2
## 680 154 Sales 7 4
## 681 583 Sales 4 1
## 682 313 Research & Development 21 3
## 683 1351 Research & Development 26 4
## 684 334 Research & Development 24 2
## 685 440 Research & Development 21 3
## 686 1274 Research & Development 9 1
## 687 337 Research & Development 14 1
## 688 147 Research & Development 4 4
## 689 303 Research & Development 2 3
## 690 1336 Human Resources 2 3
## 691 888 Human Resources 10 4
## 692 666 Research & Development 29 4
## 693 1332 Research & Development 2 4
## 694 464 Research & Development 4 3
## 695 1278 Sales 1 4
## 696 1454 Sales 2 4
## 697 365 Research & Development 4 5
## 698 1396 Research & Development 5 2
## 699 544 Sales 3 2
## 700 1450 Research & Development 15 2
## 701 352 Human Resources 6 1
## 702 1400 Sales 9 1
## 703 1212 Sales 8 2
## 704 920 Human Resources 20 2
## 705 818 Human Resources 6 2
## 706 267 Sales 10 2
## 707 431 Research & Development 7 4
## 708 1398 Human Resources 8 2
## 709 1153 Research & Development 6 2
## 710 881 Research & Development 2 4
## 711 634 Research & Development 17 4
## 712 210 Sales 29 3
## 713 969 Research & Development 2 2
## 714 541 Sales 3 4
## 715 1434 Sales 8 4
## 716 240 Human Resources 22 1
## 717 852 Sales 10 3
## 718 857 Research & Development 10 3
## 719 880 Sales 12 4
## 720 950 Research & Development 3 3
## 721 482 Research & Development 3 3
## 722 671 Research & Development 19 3
## 723 560 Research & Development 1 4
## 724 796 Research & Development 12 5
## 725 1142 Research & Development 8 3
## 726 685 Research & Development 1 3
## 727 1231 Sales 21 2
## 728 878 Research & Development 10 4
## 729 471 Research & Development 24 3
## 730 594 Research & Development 2 1
## 731 177 Research & Development 8 3
## 732 1162 Sales 3 2
## 733 1337 Human Resources 22 3
## 734 1474 Sales 11 4
## 735 479 Research & Development 7 4
## 736 511 Sales 2 2
## 737 722 Sales 24 1
## 738 326 Sales 3 3
## 739 1219 Sales 18 3
## 740 538 Research & Development 25 2
## 741 959 Sales 28 3
## 742 688 Sales 7 3
## 743 674 Research & Development 13 3
## 744 160 Research & Development 4 1
## 745 1382 Sales 8 2
## 746 350 Research & Development 21 2
## 747 350 Human Resources 13 3
## 748 669 Research & Development 1 3
## 749 506 Research & Development 29 1
## 750 134 Research & Development 2 3
## 751 769 Sales 9 3
## 752 1060 Sales 1 3
## 753 1234 Research & Development 20 5
## 754 1254 Sales 10 3
## 755 1217 Research & Development 2 4
## 756 381 Research & Development 24 3
## 757 1137 Research & Development 21 1
## 758 1495 Research & Development 5 4
## 759 1495 Research & Development 4 2
## 760 1449 Sales 2 3
## 761 906 Research & Development 10 3
## 762 202 Research & Development 2 2
## 763 256 Sales 10 2
## 764 145 Sales 1 3
## 765 829 Human Resources 3 2
## 766 1015 Research & Development 5 5
## 767 509 Research & Development 7 2
## 768 1094 Sales 28 3
## 769 150 Research & Development 2 4
## 770 1050 Sales 9 4
## 771 508 Sales 10 3
## 772 526 Sales 1 2
## 773 505 Research & Development 2 4
## 774 318 Research & Development 9 3
## 775 288 Research & Development 2 3
## 776 310 Research & Development 10 1
## 777 330 Human Resources 1 3
## 778 862 Sales 2 1
## 779 786 Research & Development 7 3
## 780 1092 Research & Development 1 4
## 781 1356 Sales 20 2
## 782 408 Research & Development 2 4
## 783 1075 Human Resources 3 2
## 784 1146 Sales 25 3
## 785 543 Sales 2 4
## 786 182 Research & Development 8 5
## 787 942 Research & Development 3 3
## 788 723 Research & Development 8 4
## 789 478 Research & Development 2 3
## 790 266 Research & Development 1 3
## 791 271 Research & Development 3 2
## 792 629 Research & Development 27 2
## 793 397 Research & Development 2 2
## 794 1223 Research & Development 8 3
## 795 1002 Research & Development 18 4
## 796 1076 Research & Development 3 3
## 797 1385 Research & Development 20 2
## 798 1294 Research & Development 8 1
## 799 504 Research & Development 10 3
## 800 1040 Research & Development 3 2
## 801 1141 Sales 1 3
## 802 828 Sales 2 1
## 803 117 Research & Development 10 1
## 804 1204 Sales 4 3
## 805 489 Research & Development 23 3
## 806 1383 Research & Development 10 3
## 807 1372 Sales 18 1
## 808 1256 Research & Development 19 1
## 809 793 Research & Development 16 1
## 810 1157 Research & Development 17 3
## 811 111 Research & Development 9 3
## 812 949 Research & Development 1 3
## 813 1371 Sales 10 4
## 814 1176 Human Resources 26 4
## 815 395 Sales 9 3
## 816 117 Research & Development 9 3
## 817 946 Research & Development 2 3
## 818 213 Research & Development 7 3
## 819 1427 Research & Development 2 1
## 820 1475 Sales 13 2
## 821 634 Research & Development 5 4
## 822 1247 Sales 20 2
## 823 704 Sales 28 3
## 824 874 Research & Development 15 3
## 825 559 Research & Development 12 4
## 826 430 Research & Development 1 4
## 827 1079 Sales 16 4
## 828 131 Sales 2 3
## 829 594 Research & Development 2 2
## 830 1246 Human Resources 3 3
## 831 248 Research & Development 23 2
## 832 528 Sales 22 1
## 833 1179 Research & Development 19 4
## 834 645 Research & Development 9 2
## 835 177 Research & Development 8 1
## 836 142 Sales 9 4
## 837 1439 Research & Development 4 1
## 838 258 Sales 21 4
## 839 1001 Research & Development 4 3
## 840 1224 Research & Development 10 3
## 841 230 Research & Development 3 3
## 842 332 Human Resources 17 3
## 843 890 Research & Development 25 4
## 844 943 Research & Development 9 3
## 845 511 Sales 3 2
## 846 1300 Research & Development 17 2
## 847 1181 Research & Development 3 1
## 848 1132 Research & Development 1 3
## 849 575 Sales 22 2
## 850 1096 Research & Development 6 3
## 851 542 Sales 20 3
## 852 125 Research & Development 9 2
## 853 153 Research & Development 15 2
## 854 1476 Research & Development 16 2
## 855 219 Research & Development 16 2
## 856 660 Sales 7 1
## 857 1005 Research & Development 3 3
## 858 798 Research & Development 7 2
## 859 933 Research & Development 9 4
## 860 621 Research & Development 15 3
## 861 968 Research & Development 6 2
## 862 531 Sales 4 4
## 863 1362 Sales 19 3
## 864 217 Sales 3 3
## 865 1448 Research & Development 29 3
## 866 855 Research & Development 4 3
## 867 976 Sales 26 4
## 868 571 Sales 14 3
## 869 1457 Research & Development 7 3
## 870 138 Research & Development 2 3
## 871 1422 Sales 2 4
## 872 461 Research & Development 13 1
## 873 267 Sales 13 4
## 874 1351 Research & Development 9 4
## 875 1302 Research & Development 19 3
## 876 895 Sales 5 3
## 877 750 Sales 22 2
## 878 251 Research & Development 10 2
## 879 1312 Research & Development 23 3
## 880 1405 Research & Development 11 2
## 881 377 Sales 9 3
## 882 329 Research & Development 1 4
## 883 1176 Sales 3 2
## 884 829 Sales 8 1
## 885 1210 Sales 2 3
## 886 617 Research & Development 3 1
## 887 726 Research & Development 29 1
## 888 167 Research & Development 8 5
## 889 655 Research & Development 7 4
## 890 528 Human Resources 8 4
## 891 523 Research & Development 2 3
## 892 1288 Sales 29 4
## 893 669 Sales 9 2
## 894 1410 Sales 3 1
## 895 1490 Research & Development 7 4
## 896 706 Research & Development 2 2
## 897 211 Sales 16 3
## 898 495 Research & Development 2 1
## 899 507 Sales 15 2
## 900 329 Research & Development 2 3
## 901 591 Research & Development 2 1
## 902 383 Sales 1 5
## 903 492 Sales 16 4
## 904 543 Research & Development 1 4
## 905 1234 Sales 11 2
## 906 970 Sales 7 3
## 907 638 Research & Development 1 3
## 908 1192 Research & Development 5 2
## 909 1434 Research & Development 5 4
## 910 827 Research & Development 1 1
## 911 920 Research & Development 3 3
## 912 1444 Human Resources 1 4
## 913 616 Research & Development 2 2
## 914 1354 Research & Development 5 3
## 915 549 Research & Development 7 2
## 916 507 Research & Development 20 1
## 917 1217 Research & Development 1 3
## 918 572 Sales 10 3
## 919 1144 Sales 10 1
## 920 1324 Research & Development 3 3
## 921 413 Sales 7 1
## 922 1229 Research & Development 8 1
## 923 660 Research & Development 15 3
## 924 179 Human Resources 2 5
## 925 584 Research & Development 22 5
## 926 1171 Research & Development 10 4
## 927 604 Sales 8 3
## 928 201 Research & Development 10 3
## 929 1123 Research & Development 16 2
## 930 1005 Research & Development 2 2
## 931 1375 Sales 10 3
## 932 1018 Research & Development 3 2
## 933 645 Sales 1 3
## 934 781 Research & Development 2 1
## 935 129 Research & Development 4 3
## 936 381 Research & Development 9 3
## 937 644 Research & Development 1 4
## 938 1150 Research & Development 8 4
## 939 116 Research & Development 24 1
## 940 1172 Sales 3 3
## 941 676 Research & Development 9 4
## 942 1462 Sales 6 3
## 943 1435 Sales 25 3
## 944 1055 Research & Development 2 4
## 945 812 Sales 10 3
## 946 995 Research & Development 2 1
## 947 337 Sales 7 1
## 948 1349 Research & Development 23 3
## 949 426 Human Resources 17 4
## 950 719 Sales 27 2
## 951 355 Research & Development 10 4
## 952 300 Sales 26 3
## 953 124 Research & Development 3 3
## 954 1297 Research & Development 5 2
## 955 439 Research & Development 9 3
## 956 176 Human Resources 4 3
## 957 1400 Research & Development 7 3
## 958 1109 Research & Development 29 4
## 959 1206 Sales 23 2
## 960 286 Research & Development 2 4
## 961 665 Research & Development 15 3
## 962 1300 Research & Development 24 2
## 963 471 Research & Development 12 3
## 964 141 Human Resources 3 3
## 965 1280 Research & Development 7 1
## 966 989 Research & Development 7 2
## 967 468 Research & Development 28 4
## 968 164 Sales 2 2
## 969 1421 Research & Development 2 3
## 970 1449 Research & Development 16 4
## 971 954 Sales 9 3
## 972 616 Research & Development 12 3
## 973 791 Research & Development 1 4
## 974 959 Research & Development 1 3
## 975 1206 Research & Development 17 1
## 976 896 Research & Development 18 1
## 977 277 Research & Development 6 3
## 978 360 Research & Development 23 3
## 979 607 Research & Development 9 3
## 980 1098 Research & Development 4 2
## 981 1402 Sales 28 4
## 982 1125 Sales 10 3
## 983 1323 Research & Development 2 3
## 984 1167 Sales 5 3
## 985 1120 Sales 11 4
## 986 238 Research & Development 5 2
## 987 1256 Research & Development 3 4
## 988 601 Sales 7 5
## 989 945 Research & Development 22 3
## 990 408 Research & Development 9 4
## 991 1383 Human Resources 2 3
## 992 581 Research & Development 9 3
## 993 1240 Human Resources 9 3
## 994 1184 Sales 2 4
## 995 152 Sales 10 3
## 996 665 Research & Development 6 4
## 997 1391 Research & Development 10 1
## 998 971 Research & Development 1 3
## 999 882 Sales 3 4
## 1000 374 Research & Development 25 4
## 1001 945 Human Resources 5 2
## 1002 1309 Sales 4 1
## 1003 977 Research & Development 2 3
## 1004 983 Research & Development 2 2
## 1005 1108 Research & Development 15 4
## 1006 735 Sales 3 1
## 1007 1141 Sales 2 3
## 1008 688 Research & Development 23 4
## 1009 1223 Research & Development 7 2
## 1010 1436 Sales 6 2
## 1011 504 Research & Development 10 3
## 1012 1031 Research & Development 6 4
## 1013 588 Sales 8 2
## 1014 234 Research & Development 9 4
## 1015 334 Sales 26 4
## 1016 990 Research & Development 27 3
## 1017 269 Research & Development 2 3
## 1018 662 Sales 1 5
## 1019 1339 Sales 5 3
## 1020 287 Research & Development 5 2
## 1021 561 Sales 2 3
## 1022 845 Sales 1 5
## 1023 835 Research & Development 19 4
## 1024 1238 Research & Development 1 1
## 1025 857 Research & Development 10 3
## 1026 105 Research & Development 9 3
## 1027 106 Human Resources 2 3
## 1028 891 Sales 4 2
## 1029 693 Sales 3 2
## 1030 1376 Human Resources 1 2
## 1031 499 Sales 2 1
## 1032 244 Human Resources 2 3
## 1033 269 Research & Development 5 1
## 1034 482 Research & Development 1 2
## 1035 663 Research & Development 9 4
## 1036 1362 Research & Development 10 1
## 1037 883 Sales 26 1
## 1038 397 Human Resources 19 4
## 1039 1253 Research & Development 10 1
## 1040 657 Research & Development 27 3
## 1041 307 Research & Development 29 2
## 1042 1198 Research & Development 1 4
## 1043 557 Sales 3 3
## 1044 928 Sales 1 2
## 1045 1103 Research & Development 16 3
## 1046 1009 Research & Development 1 3
## 1047 903 Research & Development 2 3
## 1048 553 Research & Development 5 4
## 1049 135 Research & Development 17 4
## 1050 763 Sales 15 2
## 1051 607 Research & Development 2 5
## 1052 635 Research & Development 18 1
## 1053 1473 Research & Development 8 4
## 1054 995 Research & Development 9 3
## 1055 591 Research & Development 2 3
## 1056 688 Research & Development 3 3
## 1057 472 Research & Development 1 1
## 1058 1034 Sales 16 3
## 1059 1239 Human Resources 8 2
## 1060 1451 Research & Development 2 1
## 1061 405 Research & Development 1 2
## 1062 426 Research & Development 10 4
## 1063 1296 Research & Development 6 3
## 1064 427 Sales 7 3
## 1065 390 Research & Development 1 4
## 1066 650 Research & Development 9 1
## 1067 1194 Research & Development 2 4
## 1068 422 Research & Development 7 3
## 1069 430 Sales 7 3
## 1070 316 Sales 8 4
## 1071 1291 Sales 11 3
## 1072 480 Research & Development 7 2
## 1073 654 Sales 21 3
## 1074 305 Research & Development 16 3
## 1075 1443 Sales 11 5
## 1076 1402 Sales 2 3
## 1077 1282 Research & Development 5 3
## 1078 311 Research & Development 20 3
## 1079 506 Research & Development 3 3
## 1080 532 Research & Development 29 2
## 1081 1322 Research & Development 2 4
## 1082 287 Research & Development 1 4
## 1083 638 Sales 9 3
## 1084 619 Sales 1 3
## 1085 216 Research & Development 23 3
## 1086 580 Sales 5 4
## 1087 1003 Sales 5 3
## 1088 268 Research & Development 2 5
## 1089 691 Research & Development 5 4
## 1090 205 Sales 10 3
## 1091 144 Sales 10 1
## 1092 301 Sales 15 4
## 1093 663 Research & Development 11 3
## 1094 107 Sales 10 3
## 1095 675 Research & Development 5 2
## 1096 446 Research & Development 1 4
## 1097 1017 Research & Development 1 2
## 1098 600 Human Resources 8 3
## 1099 1062 Research & Development 2 3
## 1100 370 Research & Development 10 4
## 1101 989 Research & Development 4 1
## 1102 759 Sales 2 2
## 1103 1327 Sales 2 2
## 1104 661 Sales 7 2
## 1105 188 Research & Development 7 4
## 1106 490 Research & Development 10 3
## 1107 1103 Research & Development 14 3
## 1108 1112 Human Resources 1 4
## 1109 1242 Sales 20 3
## 1110 682 Sales 18 4
## 1111 208 Research & Development 8 4
## 1112 1089 Sales 1 2
## 1113 1277 Research & Development 15 1
## 1114 562 Sales 8 2
## 1115 1180 Research & Development 25 3
## 1116 1131 Research & Development 15 3
## 1117 1305 Research & Development 10 4
## 1118 1476 Research & Development 1 3
## 1119 1272 Research & Development 5 3
## 1120 204 Sales 14 3
## 1121 410 Sales 28 3
## 1122 1262 Research & Development 1 4
## 1123 1125 Research & Development 1 3
## 1124 1195 Research & Development 2 2
## 1125 1320 Research & Development 20 3
## 1126 602 Sales 1 1
## 1127 1287 Research & Development 7 3
## 1128 1325 Research & Development 11 4
## 1129 334 Sales 2 4
## 1130 217 Research & Development 8 1
## 1131 1327 Research & Development 3 4
## 1132 412 Research & Development 13 4
## 1133 622 Research & Development 2 4
## 1134 148 Research & Development 2 3
## 1135 1033 Research & Development 9 3
## 1136 192 Research & Development 1 2
## 1137 921 Research & Development 10 3
## 1138 1018 Sales 1 3
## 1139 119 Sales 3 3
## 1140 1291 Research & Development 15 2
## 1141 1463 Research & Development 23 3
## 1142 691 Sales 8 4
## 1143 1355 Research & Development 4 4
## 1144 821 Sales 5 4
## 1145 602 Human Resources 1 5
## 1146 374 Sales 20 3
## 1147 628 Research & Development 8 3
## 1148 471 Research & Development 4 3
## 1149 1010 Research & Development 1 3
## 1150 288 Research & Development 2 3
## 1151 693 Research & Development 7 3
## 1152 793 Sales 2 1
## 1153 928 Research & Development 20 4
## 1154 1485 Research & Development 12 1
## 1155 470 Research & Development 20 4
## 1156 313 Research & Development 3 3
## 1157 341 Sales 1 3
## 1158 430 Research & Development 2 4
## 1159 199 Research & Development 6 3
## 1160 216 Research & Development 6 2
## 1161 1097 Research & Development 10 4
## 1162 168 Research & Development 1 3
## 1163 574 Research & Development 20 1
## 1164 799 Research & Development 1 3
## 1165 887 Research & Development 5 2
## 1166 116 Research & Development 13 3
## 1167 1492 Research & Development 20 4
## 1168 1082 Sales 12 3
## 1169 798 Research & Development 6 4
## 1170 290 Research & Development 21 3
## EducationField EnvironmentSatisfaction Gender HourlyRate JobInvolvement
## 1 Life Sciences 2 Male 73 3
## 2 Medical 3 Male 44 2
## 3 Life Sciences 3 Male 60 3
## 4 Marketing 3 Female 48 3
## 5 Technical Degree 1 Female 32 3
## 6 Life Sciences 4 Male 32 3
## 7 Medical 2 Male 90 4
## 8 Life Sciences 4 Female 88 2
## 9 Life Sciences 3 Female 87 3
## 10 Technical Degree 4 Male 92 2
## 11 Medical 1 Female 81 2
## 12 Life Sciences 3 Male 43 3
## 13 Other 3 Male 59 3
## 14 Technical Degree 3 Male 72 3
## 15 Life Sciences 4 Female 44 3
## 16 Marketing 4 Female 45 3
## 17 Medical 3 Female 93 3
## 18 Medical 3 Female 30 3
## 19 Medical 4 Male 97 4
## 20 Life Sciences 2 Male 78 4
## 21 Medical 2 Male 48 2
## 22 Marketing 2 Male 56 4
## 23 Medical 4 Male 72 3
## 24 Other 4 Male 54 3
## 25 Life Sciences 2 Female 42 2
## 26 Marketing 2 Male 88 3
## 27 Life Sciences 3 Male 80 3
## 28 Marketing 1 Female 77 3
## 29 Life Sciences 1 Male 66 3
## 30 Medical 4 Male 41 3
## 31 Medical 4 Male 35 1
## 32 Medical 2 Male 79 4
## 33 Technical Degree 3 Female 75 1
## 34 Medical 4 Male 58 2
## 35 Life Sciences 4 Male 56 2
## 36 Life Sciences 2 Male 100 4
## 37 Medical 4 Male 55 2
## 38 Marketing 2 Male 96 2
## 39 Life Sciences 4 Male 99 3
## 40 Life Sciences 3 Male 67 4
## 41 Medical 2 Male 52 3
## 42 Technical Degree 2 Male 46 1
## 43 Medical 4 Female 74 3
## 44 Other 4 Male 93 2
## 45 Life Sciences 4 Male 47 3
## 46 Medical 1 Female 74 3
## 47 Life Sciences 1 Male 34 1
## 48 Marketing 3 Male 73 2
## 49 Marketing 2 Male 69 3
## 50 Medical 4 Male 57 3
## 51 Life Sciences 3 Female 43 3
## 52 Medical 4 Female 76 3
## 53 Life Sciences 1 Female 72 4
## 54 Life Sciences 3 Male 57 3
## 55 Life Sciences 3 Female 61 3
## 56 Life Sciences 3 Male 94 3
## 57 Medical 3 Male 57 4
## 58 Medical 2 Male 87 3
## 59 Medical 1 Female 80 3
## 60 Life Sciences 3 Male 73 1
## 61 Life Sciences 3 Male 51 2
## 62 Technical Degree 4 Female 63 3
## 63 Life Sciences 1 Male 54 3
## 64 Medical 2 Female 33 3
## 65 Life Sciences 4 Female 97 3
## 66 Life Sciences 1 Male 80 4
## 67 Life Sciences 2 Male 82 1
## 68 Other 4 Male 78 3
## 69 Medical 2 Male 79 3
## 70 Life Sciences 4 Female 42 3
## 71 Life Sciences 4 Male 76 3
## 72 Medical 4 Male 84 3
## 73 Life Sciences 2 Male 50 2
## 74 Life Sciences 2 Male 46 3
## 75 Life Sciences 2 Male 64 3
## 76 Medical 3 Female 58 3
## 77 Technical Degree 4 Male 64 2
## 78 Life Sciences 4 Male 56 4
## 79 Medical 4 Female 57 2
## 80 Medical 4 Female 59 1
## 81 Medical 1 Female 61 1
## 82 Life Sciences 4 Male 49 3
## 83 Life Sciences 1 Male 72 2
## 84 Medical 3 Male 51 4
## 85 Life Sciences 3 Female 53 3
## 86 Life Sciences 3 Female 69 2
## 87 Marketing 4 Male 42 3
## 88 Other 3 Male 39 2
## 89 Life Sciences 4 Male 37 3
## 90 Marketing 2 Female 83 3
## 91 Life Sciences 4 Male 42 3
## 92 Life Sciences 4 Female 45 2
## 93 Other 4 Male 92 2
## 94 Medical 1 Female 51 3
## 95 Life Sciences 3 Female 53 3
## 96 Life Sciences 2 Male 99 3
## 97 Life Sciences 3 Female 51 3
## 98 Life Sciences 3 Male 100 2
## 99 Life Sciences 4 Female 97 3
## 100 Life Sciences 4 Female 86 2
## 101 Life Sciences 2 Male 91 3
## 102 Life Sciences 1 Male 31 3
## 103 Marketing 3 Female 72 3
## 104 Medical 1 Male 58 4
## 105 Medical 4 Male 39 4
## 106 Medical 1 Male 82 4
## 107 Technical Degree 4 Male 41 3
## 108 Human Resources 3 Male 71 4
## 109 Medical 4 Female 66 3
## 110 Technical Degree 4 Male 78 3
## 111 Life Sciences 3 Male 39 2
## 112 Life Sciences 4 Male 70 3
## 113 Life Sciences 2 Male 87 3
## 114 Life Sciences 4 Female 61 3
## 115 Life Sciences 3 Male 94 3
## 116 Medical 1 Male 32 3
## 117 Life Sciences 3 Male 57 3
## 118 Other 4 Male 46 2
## 119 Life Sciences 1 Male 56 3
## 120 Technical Degree 3 Female 98 3
## 121 Life Sciences 1 Female 63 4
## 122 Medical 3 Male 58 3
## 123 Marketing 4 Male 74 3
## 124 Marketing 4 Female 46 2
## 125 Life Sciences 2 Male 44 3
## 126 Life Sciences 3 Female 55 3
## 127 Life Sciences 2 Female 72 1
## 128 Life Sciences 2 Female 93 2
## 129 Medical 1 Female 73 2
## 130 Technical Degree 1 Female 45 4
## 131 Medical 1 Male 43 2
## 132 Marketing 4 Female 80 3
## 133 Technical Degree 4 Female 88 2
## 134 Medical 4 Male 66 3
## 135 Life Sciences 3 Female 82 2
## 136 Medical 3 Female 38 4
## 137 Life Sciences 2 Female 36 2
## 138 Technical Degree 3 Female 56 3
## 139 Medical 4 Male 70 3
## 140 Life Sciences 3 Male 87 3
## 141 Life Sciences 4 Male 68 3
## 142 Life Sciences 1 Male 88 3
## 143 Medical 4 Male 75 3
## 144 Medical 3 Male 98 3
## 145 Medical 2 Female 89 4
## 146 Life Sciences 4 Male 61 3
## 147 Medical 4 Female 72 3
## 148 Life Sciences 1 Male 46 3
## 149 Medical 4 Male 49 3
## 150 Medical 2 Female 39 1
## 151 Medical 2 Male 46 3
## 152 Marketing 4 Male 55 3
## 153 Life Sciences 4 Male 91 2
## 154 Life Sciences 2 Male 85 4
## 155 Life Sciences 2 Male 83 3
## 156 Technical Degree 4 Female 85 3
## 157 Marketing 2 Female 92 3
## 158 Life Sciences 1 Male 84 3
## 159 Life Sciences 3 Female 83 3
## 160 Medical 1 Female 60 3
## 161 Life Sciences 4 Male 55 2
## 162 Technical Degree 2 Male 72 2
## 163 Marketing 3 Male 39 3
## 164 Life Sciences 4 Female 82 4
## 165 Marketing 3 Male 96 3
## 166 Medical 3 Female 49 2
## 167 Other 1 Female 72 3
## 168 Medical 1 Female 95 4
## 169 Technical Degree 4 Male 78 3
## 170 Life Sciences 3 Female 93 3
## 171 Marketing 3 Male 99 3
## 172 Technical Degree 3 Male 64 3
## 173 Medical 1 Female 86 3
## 174 Marketing 4 Male 82 4
## 175 Medical 3 Male 45 3
## 176 Technical Degree 4 Female 70 2
## 177 Medical 4 Male 78 3
## 178 Life Sciences 1 Male 57 3
## 179 Marketing 2 Female 43 3
## 180 Life Sciences 1 Female 59 2
## 181 Life Sciences 3 Male 44 2
## 182 Life Sciences 2 Female 31 3
## 183 Medical 2 Female 72 4
## 184 Life Sciences 2 Female 32 3
## 185 Life Sciences 3 Female 48 3
## 186 Medical 4 Male 94 3
## 187 Life Sciences 4 Male 77 4
## 188 Life Sciences 2 Female 47 4
## 189 Life Sciences 1 Male 96 3
## 190 Medical 2 Male 43 3
## 191 Medical 4 Female 64 3
## 192 Marketing 1 Female 68 3
## 193 Medical 3 Female 87 3
## 194 Marketing 2 Female 37 3
## 195 Medical 1 Male 36 2
## 196 Life Sciences 3 Male 96 3
## 197 Life Sciences 4 Male 96 3
## 198 Technical Degree 4 Male 56 2
## 199 Medical 1 Female 42 2
## 200 Other 4 Male 94 2
## 201 Life Sciences 2 Female 100 4
## 202 Life Sciences 2 Male 66 3
## 203 Life Sciences 3 Female 98 2
## 204 Life Sciences 1 Female 67 1
## 205 Life Sciences 3 Female 56 3
## 206 Life Sciences 2 Male 61 3
## 207 Marketing 1 Female 85 1
## 208 Medical 2 Male 70 3
## 209 Technical Degree 4 Female 84 3
## 210 Life Sciences 3 Male 96 3
## 211 Life Sciences 1 Female 60 2
## 212 Marketing 4 Male 90 3
## 213 Life Sciences 4 Male 80 4
## 214 Life Sciences 4 Female 43 2
## 215 Medical 1 Male 54 2
## 216 Medical 3 Male 68 3
## 217 Medical 3 Female 76 3
## 218 Medical 4 Female 58 3
## 219 Life Sciences 1 Female 75 3
## 220 Life Sciences 3 Male 53 3
## 221 Other 4 Male 60 3
## 222 Life Sciences 1 Female 100 3
## 223 Life Sciences 3 Female 36 3
## 224 Life Sciences 1 Male 72 2
## 225 Life Sciences 2 Male 71 3
## 226 Medical 4 Male 76 3
## 227 Other 3 Male 75 3
## 228 Life Sciences 4 Male 60 4
## 229 Other 1 Female 33 3
## 230 Life Sciences 3 Female 41 2
## 231 Other 4 Female 59 2
## 232 Marketing 4 Female 97 3
## 233 Life Sciences 3 Male 82 1
## 234 Marketing 4 Female 52 3
## 235 Life Sciences 3 Male 92 3
## 236 Life Sciences 1 Male 46 2
## 237 Life Sciences 1 Male 56 3
## 238 Life Sciences 1 Female 92 3
## 239 Human Resources 3 Female 82 3
## 240 Life Sciences 4 Female 50 2
## 241 Medical 4 Male 56 3
## 242 Medical 2 Female 83 3
## 243 Life Sciences 3 Male 76 3
## 244 Life Sciences 1 Male 68 2
## 245 Medical 2 Male 79 2
## 246 Medical 1 Female 62 2
## 247 Medical 3 Female 39 3
## 248 Medical 2 Male 68 2
## 249 Life Sciences 4 Female 75 3
## 250 Life Sciences 2 Female 91 3
## 251 Medical 2 Male 59 2
## 252 Technical Degree 1 Male 84 3
## 253 Life Sciences 2 Female 95 2
## 254 Human Resources 4 Male 89 4
## 255 Medical 4 Male 55 2
## 256 Life Sciences 1 Male 52 3
## 257 Marketing 4 Female 84 3
## 258 Marketing 4 Female 73 3
## 259 Life Sciences 3 Male 64 3
## 260 Other 4 Male 57 3
## 261 Life Sciences 3 Female 90 2
## 262 Technical Degree 1 Male 100 2
## 263 Medical 3 Male 58 3
## 264 Technical Degree 3 Female 84 3
## 265 Life Sciences 2 Male 52 3
## 266 Medical 1 Male 84 4
## 267 Medical 2 Male 71 3
## 268 Life Sciences 4 Male 95 3
## 269 Life Sciences 4 Male 36 3
## 270 Other 3 Male 85 3
## 271 Life Sciences 3 Female 67 3
## 272 Life Sciences 4 Female 66 3
## 273 Medical 2 Female 36 2
## 274 Marketing 3 Female 98 2
## 275 Medical 3 Male 61 4
## 276 Technical Degree 4 Female 92 3
## 277 Medical 1 Female 43 3
## 278 Life Sciences 3 Female 33 3
## 279 Marketing 3 Male 46 2
## 280 Life Sciences 4 Male 30 3
## 281 Medical 4 Male 73 3
## 282 Medical 4 Male 59 3
## 283 Life Sciences 3 Female 52 3
## 284 Marketing 4 Male 73 3
## 285 Human Resources 3 Male 37 4
## 286 Life Sciences 2 Male 79 3
## 287 Life Sciences 4 Male 75 3
## 288 Medical 2 Male 93 3
## 289 Technical Degree 2 Female 92 3
## 290 Life Sciences 1 Female 72 3
## 291 Medical 4 Female 91 3
## 292 Life Sciences 2 Female 47 3
## 293 Medical 4 Female 99 3
## 294 Medical 3 Female 98 3
## 295 Medical 3 Male 38 3
## 296 Medical 4 Male 43 3
## 297 Life Sciences 4 Male 45 2
## 298 Life Sciences 1 Male 66 1
## 299 Medical 3 Male 46 2
## 300 Medical 1 Male 84 1
## 301 Life Sciences 2 Male 48 3
## 302 Life Sciences 2 Male 71 3
## 303 Technical Degree 1 Male 94 2
## 304 Medical 2 Male 48 3
## 305 Technical Degree 4 Male 51 3
## 306 Life Sciences 1 Male 46 2
## 307 Life Sciences 1 Male 64 3
## 308 Life Sciences 3 Male 40 2
## 309 Medical 3 Male 62 3
## 310 Life Sciences 4 Male 57 4
## 311 Life Sciences 2 Male 45 3
## 312 Life Sciences 2 Female 75 3
## 313 Life Sciences 4 Female 33 3
## 314 Medical 2 Male 34 2
## 315 Marketing 1 Male 84 3
## 316 Life Sciences 4 Female 83 3
## 317 Marketing 3 Female 75 3
## 318 Life Sciences 2 Male 45 2
## 319 Life Sciences 1 Male 44 2
## 320 Life Sciences 2 Female 57 4
## 321 Life Sciences 3 Female 70 2
## 322 Life Sciences 2 Male 42 3
## 323 Life Sciences 2 Male 75 2
## 324 Life Sciences 4 Female 74 2
## 325 Life Sciences 4 Female 65 2
## 326 Life Sciences 2 Female 76 3
## 327 Medical 2 Female 31 3
## 328 Life Sciences 4 Male 35 3
## 329 Medical 4 Female 58 2
## 330 Human Resources 3 Female 31 3
## 331 Life Sciences 3 Male 36 3
## 332 Medical 4 Male 32 1
## 333 Medical 3 Male 99 3
## 334 Life Sciences 3 Female 68 3
## 335 Human Resources 3 Female 32 2
## 336 Medical 1 Female 54 2
## 337 Marketing 4 Male 54 3
## 338 Life Sciences 1 Male 45 3
## 339 Other 4 Male 81 3
## 340 Life Sciences 4 Female 33 3
## 341 Life Sciences 2 Female 82 2
## 342 Life Sciences 4 Male 52 2
## 343 Life Sciences 4 Male 34 2
## 344 Medical 3 Female 71 3
## 345 Life Sciences 3 Male 61 3
## 346 Marketing 2 Male 77 3
## 347 Life Sciences 4 Male 95 3
## 348 Life Sciences 3 Female 84 3
## 349 Life Sciences 4 Male 74 1
## 350 Medical 3 Male 81 3
## 351 Medical 3 Male 83 3
## 352 Technical Degree 2 Male 100 4
## 353 Medical 3 Female 92 2
## 354 Life Sciences 4 Male 72 3
## 355 Marketing 3 Female 81 3
## 356 Other 4 Male 81 1
## 357 Other 3 Female 46 2
## 358 Technical Degree 3 Female 71 2
## 359 Medical 1 Male 33 3
## 360 Life Sciences 4 Male 47 3
## 361 Life Sciences 3 Male 65 2
## 362 Technical Degree 3 Male 45 4
## 363 Marketing 1 Female 57 1
## 364 Medical 1 Male 49 3
## 365 Medical 4 Female 58 1
## 366 Life Sciences 3 Female 86 4
## 367 Medical 3 Female 46 3
## 368 Medical 1 Male 47 3
## 369 Technical Degree 4 Male 45 4
## 370 Medical 1 Female 74 4
## 371 Life Sciences 3 Female 96 3
## 372 Other 3 Female 69 3
## 373 Life Sciences 1 Male 97 3
## 374 Medical 2 Female 71 3
## 375 Life Sciences 4 Male 54 3
## 376 Medical 3 Male 88 1
## 377 Life Sciences 3 Female 43 4
## 378 Marketing 2 Male 77 3
## 379 Life Sciences 2 Female 69 1
## 380 Life Sciences 1 Female 48 3
## 381 Life Sciences 4 Male 42 3
## 382 Life Sciences 3 Female 61 3
## 383 Marketing 3 Male 96 3
## 384 Technical Degree 3 Male 62 3
## 385 Life Sciences 1 Male 34 3
## 386 Technical Degree 4 Female 80 3
## 387 Marketing 3 Female 92 3
## 388 Technical Degree 4 Male 34 3
## 389 Life Sciences 3 Female 51 3
## 390 Technical Degree 1 Female 99 2
## 391 Life Sciences 3 Female 93 3
## 392 Marketing 3 Female 47 2
## 393 Medical 3 Male 48 3
## 394 Marketing 3 Female 80 2
## 395 Medical 2 Male 35 3
## 396 Life Sciences 3 Male 32 3
## 397 Life Sciences 1 Male 51 3
## 398 Technical Degree 1 Female 52 3
## 399 Life Sciences 3 Male 57 3
## 400 Medical 2 Male 86 3
## 401 Life Sciences 3 Female 43 1
## 402 Medical 3 Female 36 3
## 403 Life Sciences 2 Female 64 3
## 404 Life Sciences 2 Female 42 3
## 405 Medical 3 Female 53 2
## 406 Other 2 Male 50 2
## 407 Marketing 1 Female 91 2
## 408 Life Sciences 3 Male 60 1
## 409 Life Sciences 1 Female 78 2
## 410 Life Sciences 2 Male 94 3
## 411 Life Sciences 1 Male 77 2
## 412 Marketing 4 Male 35 3
## 413 Life Sciences 2 Male 73 3
## 414 Marketing 4 Male 79 3
## 415 Marketing 4 Female 33 1
## 416 Medical 2 Male 90 3
## 417 Medical 3 Female 49 3
## 418 Life Sciences 3 Male 81 4
## 419 Life Sciences 4 Female 56 2
## 420 Medical 2 Male 93 2
## 421 Medical 1 Male 94 3
## 422 Medical 2 Female 72 3
## 423 Life Sciences 2 Male 76 1
## 424 Life Sciences 4 Female 97 3
## 425 Life Sciences 3 Male 48 2
## 426 Medical 3 Male 79 2
## 427 Technical Degree 3 Male 64 3
## 428 Medical 4 Male 100 2
## 429 Life Sciences 4 Male 62 2
## 430 Life Sciences 4 Male 84 2
## 431 Life Sciences 4 Male 74 3
## 432 Life Sciences 3 Male 74 3
## 433 Life Sciences 1 Male 97 2
## 434 Technical Degree 4 Female 91 2
## 435 Marketing 1 Male 67 2
## 436 Marketing 2 Female 56 3
## 437 Medical 3 Male 46 3
## 438 Medical 3 Male 95 3
## 439 Marketing 1 Male 86 2
## 440 Life Sciences 2 Female 33 4
## 441 Life Sciences 4 Female 38 3
## 442 Medical 4 Female 43 3
## 443 Life Sciences 1 Male 79 3
## 444 Life Sciences 3 Female 44 3
## 445 Medical 3 Male 46 3
## 446 Technical Degree 1 Male 74 3
## 447 Life Sciences 4 Male 90 3
## 448 Medical 2 Male 95 4
## 449 Life Sciences 4 Female 50 3
## 450 Marketing 1 Male 52 2
## 451 Medical 2 Female 95 3
## 452 Life Sciences 4 Male 49 3
## 453 Life Sciences 3 Male 84 3
## 454 Marketing 2 Male 43 3
## 455 Life Sciences 4 Female 40 2
## 456 Medical 2 Male 88 3
## 457 Life Sciences 1 Female 67 3
## 458 Marketing 3 Male 71 3
## 459 Life Sciences 1 Female 90 3
## 460 Life Sciences 1 Male 37 2
## 461 Other 2 Male 97 3
## 462 Life Sciences 1 Male 77 3
## 463 Marketing 3 Female 77 3
## 464 Technical Degree 4 Female 30 3
## 465 Technical Degree 3 Male 38 2
## 466 Life Sciences 4 Male 45 3
## 467 Life Sciences 3 Male 70 3
## 468 Life Sciences 2 Female 55 4
## 469 Medical 2 Male 79 1
## 470 Medical 4 Female 57 4
## 471 Technical Degree 2 Male 41 3
## 472 Life Sciences 4 Male 73 2
## 473 Other 4 Male 52 3
## 474 Medical 3 Male 83 3
## 475 Life Sciences 1 Male 50 3
## 476 Marketing 1 Male 98 3
## 477 Marketing 4 Male 66 2
## 478 Medical 1 Male 45 3
## 479 Other 3 Female 54 3
## 480 Life Sciences 3 Female 42 4
## 481 Life Sciences 1 Male 89 3
## 482 Life Sciences 4 Male 48 3
## 483 Other 3 Male 86 2
## 484 Life Sciences 3 Female 67 3
## 485 Medical 4 Female 94 3
## 486 Life Sciences 2 Female 94 3
## 487 Medical 2 Male 89 3
## 488 Life Sciences 1 Male 31 3
## 489 Life Sciences 1 Male 98 2
## 490 Medical 2 Female 96 3
## 491 Life Sciences 3 Female 35 3
## 492 Life Sciences 4 Female 43 3
## 493 Medical 3 Male 42 2
## 494 Life Sciences 4 Female 91 2
## 495 Technical Degree 2 Female 63 2
## 496 Marketing 1 Female 66 3
## 497 Life Sciences 1 Male 69 3
## 498 Medical 2 Male 53 3
## 499 Medical 3 Male 94 3
## 500 Life Sciences 1 Female 32 1
## 501 Medical 3 Female 53 2
## 502 Life Sciences 3 Male 50 2
## 503 Medical 4 Female 95 3
## 504 Life Sciences 2 Female 51 4
## 505 Medical 1 Female 82 3
## 506 Life Sciences 4 Female 67 2
## 507 Marketing 4 Female 34 3
## 508 Marketing 2 Male 52 3
## 509 Marketing 1 Male 41 3
## 510 Technical Degree 2 Female 49 3
## 511 Life Sciences 1 Female 100 3
## 512 Life Sciences 3 Male 71 3
## 513 Life Sciences 1 Male 56 3
## 514 Life Sciences 1 Female 98 3
## 515 Medical 1 Male 39 3
## 516 Medical 4 Male 84 1
## 517 Marketing 3 Male 36 2
## 518 Medical 2 Male 57 3
## 519 Technical Degree 1 Female 48 2
## 520 Life Sciences 1 Male 97 3
## 521 Life Sciences 3 Female 100 2
## 522 Medical 3 Male 51 3
## 523 Life Sciences 2 Male 59 3
## 524 Life Sciences 4 Male 58 2
## 525 Life Sciences 3 Male 70 2
## 526 Marketing 3 Female 38 2
## 527 Life Sciences 3 Female 30 3
## 528 Medical 3 Male 80 3
## 529 Medical 2 Male 30 2
## 530 Life Sciences 2 Female 72 3
## 531 Life Sciences 3 Female 65 2
## 532 Life Sciences 2 Female 73 3
## 533 Life Sciences 3 Male 81 4
## 534 Medical 3 Female 34 3
## 535 Other 2 Male 77 1
## 536 Medical 4 Male 37 4
## 537 Marketing 4 Male 32 3
## 538 Technical Degree 3 Male 52 3
## 539 Technical Degree 1 Female 62 3
## 540 Marketing 2 Male 45 3
## 541 Life Sciences 3 Male 49 3
## 542 Life Sciences 4 Male 90 4
## 543 Medical 3 Male 79 2
## 544 Life Sciences 4 Male 88 3
## 545 Medical 3 Female 86 2
## 546 Life Sciences 2 Female 35 2
## 547 Other 1 Female 51 3
## 548 Medical 1 Male 51 2
## 549 Life Sciences 1 Female 81 2
## 550 Medical 2 Male 36 3
## 551 Human Resources 4 Male 59 2
## 552 Medical 2 Male 63 2
## 553 Human Resources 2 Male 94 2
## 554 Medical 4 Male 51 3
## 555 Life Sciences 4 Male 63 2
## 556 Marketing 4 Male 75 3
## 557 Life Sciences 3 Female 42 3
## 558 Life Sciences 2 Male 83 2
## 559 Life Sciences 2 Male 98 3
## 560 Life Sciences 3 Male 57 3
## 561 Medical 4 Male 30 3
## 562 Life Sciences 1 Male 87 3
## 563 Technical Degree 3 Female 37 3
## 564 Medical 3 Female 40 3
## 565 Life Sciences 4 Male 38 1
## 566 Medical 2 Male 42 3
## 567 Technical Degree 4 Male 84 2
## 568 Life Sciences 2 Male 64 2
## 569 Medical 3 Female 68 2
## 570 Life Sciences 4 Male 95 3
## 571 Marketing 3 Female 54 3
## 572 Other 4 Female 65 3
## 573 Life Sciences 3 Male 42 2
## 574 Technical Degree 2 Male 92 4
## 575 Marketing 1 Male 66 3
## 576 Life Sciences 1 Male 51 2
## 577 Life Sciences 1 Male 59 2
## 578 Life Sciences 3 Male 90 2
## 579 Medical 1 Female 81 3
## 580 Life Sciences 3 Male 82 3
## 581 Medical 4 Male 67 3
## 582 Life Sciences 1 Female 44 3
## 583 Medical 2 Male 60 1
## 584 Marketing 2 Female 81 3
## 585 Other 4 Male 41 3
## 586 Medical 3 Male 99 3
## 587 Medical 2 Female 79 1
## 588 Life Sciences 3 Male 82 2
## 589 Medical 1 Female 94 3
## 590 Medical 3 Female 30 3
## 591 Other 2 Female 85 2
## 592 Medical 1 Female 40 2
## 593 Technical Degree 1 Male 92 3
## 594 Life Sciences 3 Female 84 3
## 595 Life Sciences 1 Female 80 2
## 596 Medical 1 Male 48 4
## 597 Technical Degree 4 Male 78 2
## 598 Medical 2 Female 78 2
## 599 Life Sciences 2 Male 87 4
## 600 Medical 2 Male 61 3
## 601 Life Sciences 4 Female 78 3
## 602 Technical Degree 4 Male 62 3
## 603 Life Sciences 2 Female 73 4
## 604 Medical 2 Female 54 3
## 605 Marketing 2 Female 52 1
## 606 Life Sciences 3 Male 59 4
## 607 Life Sciences 1 Female 57 2
## 608 Medical 1 Female 44 4
## 609 Other 3 Male 100 4
## 610 Life Sciences 2 Female 88 2
## 611 Medical 4 Female 60 2
## 612 Other 1 Female 62 2
## 613 Life Sciences 1 Female 39 3
## 614 Other 4 Male 37 2
## 615 Other 3 Male 62 3
## 616 Medical 2 Male 57 2
## 617 Medical 1 Female 82 2
## 618 Marketing 2 Female 75 3
## 619 Medical 4 Male 42 2
## 620 Life Sciences 3 Male 41 2
## 621 Life Sciences 4 Female 66 2
## 622 Medical 3 Male 64 4
## 623 Life Sciences 2 Female 72 4
## 624 Life Sciences 3 Female 31 3
## 625 Medical 3 Male 38 2
## 626 Life Sciences 1 Male 76 3
## 627 Medical 4 Female 42 3
## 628 Life Sciences 3 Male 92 2
## 629 Life Sciences 4 Male 65 3
## 630 Medical 4 Female 46 2
## 631 Technical Degree 2 Male 98 2
## 632 Marketing 1 Male 32 3
## 633 Life Sciences 2 Male 42 3
## 634 Life Sciences 1 Female 39 3
## 635 Life Sciences 3 Female 43 3
## 636 Other 4 Male 47 2
## 637 Medical 4 Male 35 3
## 638 Medical 4 Male 39 3
## 639 Medical 2 Male 89 4
## 640 Marketing 3 Male 85 3
## 641 Life Sciences 4 Male 67 3
## 642 Life Sciences 2 Female 47 3
## 643 Medical 3 Male 40 2
## 644 Technical Degree 4 Male 85 1
## 645 Life Sciences 1 Male 95 2
## 646 Marketing 3 Male 67 2
## 647 Medical 3 Male 80 3
## 648 Medical 4 Male 62 1
## 649 Marketing 3 Male 32 2
## 650 Life Sciences 1 Male 73 3
## 651 Medical 4 Male 68 2
## 652 Marketing 2 Male 52 4
## 653 Medical 2 Female 88 3
## 654 Medical 1 Female 91 3
## 655 Technical Degree 3 Male 99 2
## 656 Medical 1 Male 60 3
## 657 Life Sciences 2 Male 81 2
## 658 Medical 2 Female 87 3
## 659 Medical 4 Male 95 2
## 660 Life Sciences 2 Male 95 2
## 661 Life Sciences 1 Male 80 3
## 662 Life Sciences 4 Male 62 2
## 663 Life Sciences 3 Male 74 3
## 664 Other 2 Male 45 3
## 665 Marketing 2 Male 72 3
## 666 Life Sciences 4 Male 70 4
## 667 Medical 2 Female 42 3
## 668 Medical 1 Male 38 1
## 669 Life Sciences 4 Male 79 3
## 670 Life Sciences 4 Male 85 3
## 671 Medical 1 Male 30 3
## 672 Medical 4 Male 93 3
## 673 Life Sciences 3 Male 55 3
## 674 Life Sciences 4 Female 96 3
## 675 Medical 2 Female 86 4
## 676 Marketing 4 Female 33 2
## 677 Other 3 Female 35 3
## 678 Technical Degree 4 Female 73 3
## 679 Life Sciences 4 Female 97 3
## 680 Life Sciences 2 Male 41 2
## 681 Marketing 3 Male 87 2
## 682 Medical 4 Male 61 3
## 683 Life Sciences 1 Male 80 3
## 684 Life Sciences 3 Male 83 4
## 685 Medical 3 Male 42 3
## 686 Life Sciences 3 Male 33 3
## 687 Other 3 Female 84 3
## 688 Medical 3 Female 47 2
## 689 Life Sciences 2 Male 47 2
## 690 Human Resources 1 Male 100 3
## 691 Human Resources 3 Male 71 3
## 692 Life Sciences 1 Male 88 3
## 693 Other 1 Male 98 2
## 694 Technical Degree 3 Male 40 3
## 695 Medical 3 Male 31 1
## 696 Life Sciences 4 Female 65 2
## 697 Medical 3 Male 89 2
## 698 Life Sciences 4 Male 62 3
## 699 Medical 2 Female 70 3
## 700 Life Sciences 4 Male 52 3
## 701 Medical 4 Male 87 2
## 702 Life Sciences 2 Female 70 3
## 703 Marketing 3 Female 78 2
## 704 Medical 4 Female 69 3
## 705 Medical 2 Male 52 3
## 706 Life Sciences 4 Male 56 3
## 707 Medical 4 Female 68 3
## 708 Medical 4 Female 96 4
## 709 Other 4 Female 40 2
## 710 Life Sciences 1 Male 98 3
## 711 Medical 2 Female 95 3
## 712 Marketing 1 Male 56 2
## 713 Technical Degree 4 Male 76 4
## 714 Medical 1 Male 48 2
## 715 Life Sciences 1 Male 76 2
## 716 Human Resources 4 Male 58 1
## 717 Marketing 3 Male 72 2
## 718 Other 3 Female 59 3
## 719 Other 4 Male 36 3
## 720 Medical 4 Female 93 3
## 721 Other 3 Male 36 3
## 722 Life Sciences 3 Male 85 3
## 723 Other 4 Male 91 3
## 724 Medical 4 Female 51 2
## 725 Life Sciences 4 Male 81 3
## 726 Life Sciences 1 Female 62 3
## 727 Medical 3 Female 54 3
## 728 Medical 4 Male 43 3
## 729 Technical Degree 3 Male 66 1
## 730 Technical Degree 3 Male 100 3
## 731 Life Sciences 1 Female 55 3
## 732 Medical 4 Female 41 3
## 733 Human Resources 1 Female 58 2
## 734 Other 4 Male 60 4
## 735 Medical 1 Male 35 3
## 736 Medical 1 Female 89 4
## 737 Marketing 2 Female 60 2
## 738 Life Sciences 3 Female 48 2
## 739 Medical 3 Female 86 3
## 740 Other 1 Male 54 2
## 741 Life Sciences 1 Male 41 2
## 742 Life Sciences 3 Male 44 2
## 743 Medical 1 Male 47 3
## 744 Medical 3 Female 51 3
## 745 Other 1 Female 85 3
## 746 Technical Degree 3 Male 57 2
## 747 Human Resources 1 Male 56 2
## 748 Medical 4 Male 97 2
## 749 Medical 2 Male 91 3
## 750 Life Sciences 3 Male 90 3
## 751 Marketing 4 Female 54 3
## 752 Life Sciences 4 Female 54 3
## 753 Medical 2 Male 41 3
## 754 Life Sciences 3 Female 64 3
## 755 Technical Degree 1 Female 60 3
## 756 Medical 1 Male 49 1
## 757 Life Sciences 4 Female 51 3
## 758 Technical Degree 1 Male 96 3
## 759 Medical 4 Female 87 3
## 760 Marketing 1 Female 94 1
## 761 Life Sciences 4 Female 92 2
## 762 Other 3 Female 33 3
## 763 Medical 3 Male 40 1
## 764 Life Sciences 4 Female 95 3
## 765 Human Resources 3 Male 88 3
## 766 Medical 3 Female 50 1
## 767 Technical Degree 2 Female 43 4
## 768 Other 3 Male 58 1
## 769 Technical Degree 4 Male 60 3
## 770 Life Sciences 2 Female 65 2
## 771 Marketing 2 Male 46 2
## 772 Marketing 2 Female 92 3
## 773 Technical Degree 3 Female 64 3
## 774 Medical 4 Male 79 2
## 775 Life Sciences 4 Male 40 3
## 776 Medical 1 Male 79 4
## 777 Life Sciences 3 Male 46 3
## 778 Life Sciences 3 Female 76 3
## 779 Medical 4 Male 76 3
## 780 Medical 1 Male 36 3
## 781 Marketing 2 Female 70 3
## 782 Technical Degree 4 Female 80 2
## 783 Human Resources 4 Male 57 3
## 784 Medical 2 Female 82 3
## 785 Marketing 3 Male 87 3
## 786 Life Sciences 1 Female 93 3
## 787 Technical Degree 1 Female 53 3
## 788 Medical 3 Male 85 2
## 789 Medical 3 Male 60 2
## 790 Medical 4 Female 40 3
## 791 Medical 3 Female 43 2
## 792 Medical 4 Female 95 3
## 793 Medical 4 Female 54 2
## 794 Technical Degree 3 Female 59 3
## 795 Life Sciences 4 Male 92 3
## 796 Life Sciences 1 Male 70 3
## 797 Medical 3 Male 79 3
## 798 Medical 3 Female 79 3
## 799 Medical 1 Female 96 2
## 800 Life Sciences 4 Male 79 4
## 801 Life Sciences 3 Female 42 4
## 802 Life Sciences 2 Male 77 3
## 803 Medical 3 Male 99 3
## 804 Technical Degree 4 Male 86 3
## 805 Medical 2 Male 67 3
## 806 Life Sciences 4 Male 90 3
## 807 Life Sciences 1 Male 93 4
## 808 Medical 3 Male 80 3
## 809 Life Sciences 2 Male 33 3
## 810 Technical Degree 3 Male 51 3
## 811 Medical 3 Male 66 3
## 812 Technical Degree 1 Male 81 3
## 813 Marketing 4 Female 77 3
## 814 Life Sciences 4 Female 98 3
## 815 Marketing 2 Male 98 2
## 816 Medical 1 Male 60 3
## 817 Medical 3 Female 52 2
## 818 Medical 3 Male 49 3
## 819 Medical 2 Male 35 2
## 820 Marketing 4 Female 84 3
## 821 Other 2 Female 35 4
## 822 Marketing 4 Male 45 3
## 823 Marketing 4 Female 95 2
## 824 Medical 3 Male 72 3
## 825 Life Sciences 3 Female 76 3
## 826 Medical 4 Male 40 3
## 827 Marketing 1 Male 70 3
## 828 Marketing 3 Female 86 3
## 829 Medical 3 Female 75 2
## 830 Medical 1 Male 99 3
## 831 Life Sciences 4 Male 42 3
## 832 Marketing 4 Male 50 3
## 833 Medical 4 Male 78 2
## 834 Life Sciences 3 Male 54 3
## 835 Medical 4 Male 37 2
## 836 Medical 1 Male 69 3
## 837 Life Sciences 3 Male 54 3
## 838 Life Sciences 4 Male 74 4
## 839 Life Sciences 3 Female 92 2
## 840 Life Sciences 4 Male 91 2
## 841 Life Sciences 3 Male 54 3
## 842 Other 2 Male 51 2
## 843 Medical 3 Female 81 2
## 844 Life Sciences 4 Male 86 3
## 845 Life Sciences 4 Female 32 1
## 846 Medical 3 Male 79 3
## 847 Medical 2 Female 79 3
## 848 Medical 3 Male 48 4
## 849 Marketing 3 Male 68 2
## 850 Other 3 Male 61 4
## 851 Life Sciences 2 Female 71 1
## 852 Medical 4 Male 83 2
## 853 Life Sciences 4 Female 49 2
## 854 Medical 2 Male 68 4
## 855 Other 4 Female 44 2
## 856 Life Sciences 4 Male 76 3
## 857 Technical Degree 4 Female 88 3
## 858 Life Sciences 3 Female 48 2
## 859 Life Sciences 3 Male 94 3
## 860 Medical 1 Female 73 3
## 861 Medical 2 Female 40 2
## 862 Marketing 4 Female 56 2
## 863 Marketing 1 Male 67 4
## 864 Medical 4 Female 49 3
## 865 Technical Degree 2 Male 55 3
## 866 Life Sciences 4 Male 54 3
## 867 Marketing 3 Male 100 3
## 868 Medical 3 Female 78 3
## 869 Medical 1 Female 83 3
## 870 Medical 2 Female 37 3
## 871 Life Sciences 1 Male 92 3
## 872 Life Sciences 2 Female 53 3
## 873 Marketing 1 Male 85 4
## 874 Life Sciences 1 Male 66 4
## 875 Other 4 Male 67 2
## 876 Technical Degree 4 Male 56 3
## 877 Marketing 3 Male 95 3
## 878 Life Sciences 1 Female 45 2
## 879 Life Sciences 1 Male 96 1
## 880 Technical Degree 4 Female 82 2
## 881 Marketing 1 Male 52 3
## 882 Life Sciences 2 Male 88 3
## 883 Medical 2 Female 62 3
## 884 Marketing 3 Male 84 3
## 885 Medical 1 Male 78 2
## 886 Life Sciences 2 Female 34 3
## 887 Life Sciences 4 Male 93 1
## 888 Life Sciences 2 Female 32 3
## 889 Life Sciences 4 Male 48 3
## 890 Technical Degree 3 Male 100 3
## 891 Life Sciences 3 Male 98 3
## 892 Technical Degree 3 Male 33 3
## 893 Medical 3 Male 64 2
## 894 Medical 4 Female 71 4
## 895 Life Sciences 3 Male 35 3
## 896 Life Sciences 4 Male 82 3
## 897 Life Sciences 1 Female 74 3
## 898 Life Sciences 3 Male 37 3
## 899 Medical 3 Female 66 3
## 900 Life Sciences 4 Female 96 3
## 901 Medical 1 Male 40 3
## 902 Marketing 1 Female 79 3
## 903 Life Sciences 3 Female 96 3
## 904 Life Sciences 1 Male 83 3
## 905 Life Sciences 4 Female 90 3
## 906 Life Sciences 4 Female 30 3
## 907 Medical 3 Male 40 2
## 908 Medical 4 Male 61 3
## 909 Technical Degree 3 Male 50 3
## 910 Life Sciences 4 Male 71 3
## 911 Life Sciences 3 Male 96 1
## 912 Other 4 Male 88 3
## 913 Life Sciences 3 Female 99 3
## 914 Medical 3 Female 45 2
## 915 Medical 4 Female 42 3
## 916 Life Sciences 1 Male 97 3
## 917 Medical 3 Female 67 3
## 918 Medical 3 Male 46 3
## 919 Medical 4 Male 74 3
## 920 Medical 3 Female 81 4
## 921 Marketing 4 Male 57 3
## 922 Life Sciences 4 Male 36 4
## 923 Other 1 Male 81 3
## 924 Medical 4 Male 79 4
## 925 Medical 2 Female 91 3
## 926 Life Sciences 4 Female 46 4
## 927 Medical 3 Male 56 4
## 928 Medical 2 Female 99 1
## 929 Medical 4 Male 96 4
## 930 Life Sciences 4 Male 79 3
## 931 Life Sciences 4 Male 87 3
## 932 Life Sciences 3 Female 39 3
## 933 Marketing 2 Male 49 4
## 934 Life Sciences 4 Male 57 2
## 935 Technical Degree 1 Male 84 3
## 936 Medical 2 Male 89 3
## 937 Medical 4 Male 97 3
## 938 Life Sciences 1 Male 53 1
## 939 Life Sciences 1 Male 52 3
## 940 Medical 2 Female 78 3
## 941 Life Sciences 4 Male 86 3
## 942 Medical 4 Male 38 4
## 943 Life Sciences 1 Female 99 3
## 944 Life Sciences 1 Female 47 3
## 945 Medical 4 Female 69 2
## 946 Life Sciences 1 Male 87 3
## 947 Marketing 2 Male 31 3
## 948 Life Sciences 1 Female 90 3
## 949 Life Sciences 2 Female 58 3
## 950 Life Sciences 2 Female 77 4
## 951 Technical Degree 3 Male 38 3
## 952 Marketing 3 Male 74 3
## 953 Other 4 Female 35 3
## 954 Life Sciences 4 Female 53 3
## 955 Life Sciences 3 Male 70 3
## 956 Life Sciences 3 Female 56 1
## 957 Life Sciences 4 Male 49 1
## 958 Medical 4 Female 69 3
## 959 Life Sciences 4 Male 80 3
## 960 Life Sciences 4 Male 31 3
## 961 Life Sciences 3 Male 60 3
## 962 Technical Degree 1 Male 62 3
## 963 Life Sciences 1 Male 45 2
## 964 Human Resources 3 Female 44 4
## 965 Medical 4 Male 64 2
## 966 Medical 2 Female 43 2
## 967 Medical 4 Female 73 2
## 968 Medical 2 Male 61 2
## 969 Medical 4 Female 30 3
## 970 Medical 1 Male 45 3
## 971 Marketing 4 Male 44 3
## 972 Medical 4 Female 41 3
## 973 Medical 4 Male 44 3
## 974 Life Sciences 4 Female 83 2
## 975 Medical 4 Female 41 2
## 976 Medical 3 Male 86 2
## 977 Life Sciences 1 Male 97 2
## 978 Medical 3 Male 93 3
## 979 Life Sciences 4 Female 66 2
## 980 Medical 1 Male 85 2
## 981 Life Sciences 2 Female 98 2
## 982 Marketing 3 Female 94 2
## 983 Life Sciences 3 Female 89 2
## 984 Other 4 Female 30 2
## 985 Marketing 2 Female 100 2
## 986 Life Sciences 1 Female 47 4
## 987 Life Sciences 3 Male 48 2
## 988 Marketing 4 Male 97 3
## 989 Medical 4 Female 82 3
## 990 Life Sciences 3 Male 42 2
## 991 Life Sciences 4 Female 42 2
## 992 Medical 3 Male 62 4
## 993 Human Resources 3 Male 48 3
## 994 Medical 2 Male 62 3
## 995 Technical Degree 3 Female 85 3
## 996 Other 1 Female 41 3
## 997 Medical 3 Male 66 3
## 998 Medical 4 Female 54 3
## 999 Life Sciences 4 Male 92 3
## 1000 Life Sciences 1 Male 87 3
## 1001 Medical 2 Male 80 3
## 1002 Medical 2 Male 99 3
## 1003 Medical 4 Male 45 3
## 1004 Medical 1 Female 65 3
## 1005 Other 3 Female 65 3
## 1006 Medical 4 Female 75 2
## 1007 Medical 3 Female 31 3
## 1008 Life Sciences 4 Male 82 3
## 1009 Medical 4 Female 50 3
## 1010 Marketing 2 Male 34 3
## 1011 Medical 1 Male 61 3
## 1012 Life Sciences 3 Female 45 2
## 1013 Technical Degree 3 Female 65 2
## 1014 Life Sciences 4 Male 93 3
## 1015 Marketing 3 Female 52 2
## 1016 Technical Degree 4 Male 87 4
## 1017 Medical 4 Female 56 2
## 1018 Marketing 3 Male 94 3
## 1019 Life Sciences 2 Female 41 3
## 1020 Life Sciences 2 Male 73 3
## 1021 Other 4 Male 61 3
## 1022 Medical 4 Female 45 3
## 1023 Other 4 Male 41 3
## 1024 Life Sciences 3 Male 74 2
## 1025 Life Sciences 4 Male 91 2
## 1026 Life Sciences 4 Male 87 3
## 1027 Human Resources 1 Male 62 2
## 1028 Life Sciences 2 Female 99 2
## 1029 Life Sciences 1 Female 65 3
## 1030 Medical 2 Male 91 2
## 1031 Marketing 3 Male 36 3
## 1032 Life Sciences 2 Male 97 3
## 1033 Technical Degree 3 Male 42 2
## 1034 Life Sciences 2 Female 90 2
## 1035 Other 3 Male 81 3
## 1036 Medical 4 Male 32 3
## 1037 Medical 3 Female 32 3
## 1038 Medical 3 Male 88 3
## 1039 Medical 3 Male 65 3
## 1040 Medical 2 Female 66 3
## 1041 Medical 3 Male 71 2
## 1042 Other 3 Male 100 2
## 1043 Medical 1 Female 94 2
## 1044 Life Sciences 2 Male 56 3
## 1045 Medical 3 Male 49 3
## 1046 Medical 1 Male 45 2
## 1047 Medical 3 Male 81 3
## 1048 Life Sciences 4 Female 74 3
## 1049 Life Sciences 4 Female 51 3
## 1050 Medical 1 Male 59 1
## 1051 Technical Degree 3 Female 78 2
## 1052 Medical 2 Female 73 3
## 1053 Other 3 Female 74 3
## 1054 Medical 3 Female 77 3
## 1055 Medical 4 Male 87 3
## 1056 Medical 1 Male 91 3
## 1057 Technical Degree 3 Male 60 2
## 1058 Marketing 4 Female 80 3
## 1059 Other 3 Male 89 3
## 1060 Life Sciences 1 Male 67 2
## 1061 Life Sciences 2 Male 93 4
## 1062 Life Sciences 3 Male 42 4
## 1063 Life Sciences 3 Male 30 3
## 1064 Life Sciences 3 Male 99 3
## 1065 Life Sciences 4 Male 32 1
## 1066 Medical 2 Male 37 3
## 1067 Medical 3 Female 98 3
## 1068 Life Sciences 1 Female 41 3
## 1069 Medical 4 Male 54 3
## 1070 Marketing 4 Male 54 3
## 1071 Medical 3 Female 98 4
## 1072 Medical 2 Female 31 3
## 1073 Marketing 3 Male 43 4
## 1074 Life Sciences 3 Male 58 4
## 1075 Marketing 4 Female 89 2
## 1076 Marketing 3 Female 69 3
## 1077 Other 3 Female 58 3
## 1078 Life Sciences 2 Male 89 3
## 1079 Technical Degree 3 Male 30 3
## 1080 Life Sciences 1 Female 92 3
## 1081 Life Sciences 3 Male 52 2
## 1082 Life Sciences 3 Female 62 1
## 1083 Marketing 4 Male 33 3
## 1084 Marketing 2 Male 85 3
## 1085 Life Sciences 4 Male 44 2
## 1086 Life Sciences 4 Male 48 2
## 1087 Technical Degree 1 Male 51 3
## 1088 Medical 4 Male 92 3
## 1089 Technical Degree 3 Male 86 3
## 1090 Marketing 4 Female 98 2
## 1091 Marketing 4 Female 39 2
## 1092 Marketing 4 Male 88 1
## 1093 Other 2 Male 47 3
## 1094 Technical Degree 2 Female 84 2
## 1095 Life Sciences 2 Male 85 4
## 1096 Life Sciences 2 Female 65 3
## 1097 Medical 3 Female 83 2
## 1098 Human Resources 3 Female 66 2
## 1099 Medical 3 Female 75 3
## 1100 Medical 4 Male 58 3
## 1101 Medical 4 Female 46 3
## 1102 Marketing 4 Female 46 3
## 1103 Life Sciences 4 Male 39 2
## 1104 Marketing 1 Female 78 2
## 1105 Other 2 Male 65 3
## 1106 Life Sciences 4 Female 61 3
## 1107 Life Sciences 1 Male 42 3
## 1108 Life Sciences 1 Female 50 2
## 1109 Life Sciences 4 Female 90 3
## 1110 Medical 2 Male 71 3
## 1111 Life Sciences 3 Female 52 3
## 1112 Technical Degree 2 Male 66 3
## 1113 Medical 2 Male 56 3
## 1114 Technical Degree 2 Male 50 3
## 1115 Medical 1 Male 84 3
## 1116 Life Sciences 4 Female 77 2
## 1117 Life Sciences 3 Male 49 3
## 1118 Life Sciences 3 Female 55 1
## 1119 Technical Degree 3 Female 37 2
## 1120 Technical Degree 3 Female 31 3
## 1121 Marketing 4 Male 39 2
## 1122 Medical 1 Male 35 4
## 1123 Life Sciences 4 Male 48 1
## 1124 Medical 1 Male 65 2
## 1125 Technical Degree 3 Female 89 4
## 1126 Technical Degree 3 Female 100 1
## 1127 Life Sciences 1 Female 55 3
## 1128 Life Sciences 4 Female 82 3
## 1129 Life Sciences 4 Male 88 3
## 1130 Life Sciences 2 Male 94 1
## 1131 Medical 2 Male 73 3
## 1132 Medical 3 Female 94 2
## 1133 Life Sciences 3 Female 81 3
## 1134 Medical 4 Female 42 2
## 1135 Medical 1 Female 41 3
## 1136 Medical 1 Male 59 2
## 1137 Medical 3 Female 98 3
## 1138 Marketing 3 Female 66 3
## 1139 Life Sciences 1 Male 76 3
## 1140 Life Sciences 3 Male 65 2
## 1141 Medical 2 Male 64 2
## 1142 Marketing 3 Male 48 3
## 1143 Life Sciences 3 Male 78 2
## 1144 Medical 1 Male 98 3
## 1145 Human Resources 1 Male 37 3
## 1146 Life Sciences 4 Female 50 3
## 1147 Medical 2 Male 82 4
## 1148 Medical 1 Female 62 4
## 1149 Life Sciences 1 Female 97 3
## 1150 Life Sciences 3 Male 99 2
## 1151 Life Sciences 4 Male 57 4
## 1152 Life Sciences 4 Male 43 1
## 1153 Life Sciences 4 Female 31 3
## 1154 Life Sciences 3 Female 79 3
## 1155 Medical 3 Female 96 3
## 1156 Medical 4 Female 98 3
## 1157 Medical 2 Female 48 2
## 1158 Other 4 Female 73 3
## 1159 Life Sciences 4 Male 55 2
## 1160 Medical 2 Male 84 3
## 1161 Life Sciences 3 Male 96 3
## 1162 Life Sciences 3 Female 81 3
## 1163 Medical 4 Male 40 3
## 1164 Technical Degree 2 Female 59 3
## 1165 Medical 3 Female 88 2
## 1166 Other 3 Female 77 2
## 1167 Technical Degree 1 Male 61 3
## 1168 Technical Degree 2 Female 83 3
## 1169 Medical 1 Female 66 2
## 1170 Life Sciences 2 Male 65 4
## JobLevel JobRole JobSatisfaction MaritalStatus
## 1 2 Sales Executive 4 Divorced
## 2 5 Research Director 3 Single
## 3 3 Manufacturing Director 4 Single
## 4 3 Sales Executive 4 Married
## 5 1 Research Scientist 4 Single
## 6 3 Manufacturing Director 1 Divorced
## 7 1 Research Scientist 3 Married
## 8 2 Sales Executive 4 Divorced
## 9 1 Sales Representative 3 Married
## 10 2 Healthcare Representative 3 Married
## 11 5 Manager 3 Married
## 12 1 Human Resources 4 Divorced
## 13 3 Manufacturing Director 3 Single
## 14 1 Sales Representative 2 Married
## 15 1 Human Resources 1 Single
## 16 2 Sales Executive 3 Married
## 17 2 Manufacturing Director 1 Married
## 18 2 Manufacturing Director 3 Married
## 19 1 Research Scientist 4 Married
## 20 2 Healthcare Representative 1 Married
## 21 2 Manufacturing Director 2 Divorced
## 22 2 Sales Executive 2 Married
## 23 2 Laboratory Technician 3 Divorced
## 24 2 Sales Executive 1 Single
## 25 2 Healthcare Representative 4 Single
## 26 5 Manager 2 Married
## 27 2 Sales Executive 2 Married
## 28 2 Sales Executive 1 Single
## 29 3 Sales Executive 1 Single
## 30 1 Research Scientist 4 Married
## 31 2 Sales Executive 4 Divorced
## 32 1 Laboratory Technician 2 Married
## 33 4 Manager 2 Married
## 34 1 Laboratory Technician 3 Married
## 35 2 Manufacturing Director 4 Single
## 36 1 Laboratory Technician 2 Married
## 37 3 Sales Executive 1 Married
## 38 2 Sales Executive 1 Divorced
## 39 5 Manager 2 Single
## 40 1 Sales Representative 4 Married
## 41 4 Manager 2 Divorced
## 42 2 Sales Representative 3 Single
## 43 1 Laboratory Technician 1 Divorced
## 44 5 Manager 4 Single
## 45 1 Research Scientist 3 Married
## 46 1 Laboratory Technician 4 Single
## 47 2 Sales Executive 2 Single
## 48 3 Sales Executive 3 Divorced
## 49 1 Sales Representative 2 Single
## 50 1 Research Scientist 2 Divorced
## 51 1 Research Scientist 1 Single
## 52 5 Research Director 1 Married
## 53 1 Research Scientist 4 Married
## 54 2 Laboratory Technician 2 Married
## 55 2 Manufacturing Director 4 Single
## 56 1 Laboratory Technician 1 Divorced
## 57 1 Research Scientist 3 Divorced
## 58 1 Laboratory Technician 1 Single
## 59 3 Research Director 4 Divorced
## 60 1 Sales Representative 4 Single
## 61 3 Sales Executive 4 Married
## 62 3 Healthcare Representative 3 Married
## 63 1 Sales Representative 3 Married
## 64 1 Research Scientist 3 Single
## 65 1 Laboratory Technician 2 Married
## 66 1 Research Scientist 2 Divorced
## 67 2 Research Scientist 4 Single
## 68 1 Laboratory Technician 4 Single
## 69 1 Research Scientist 1 Married
## 70 1 Research Scientist 4 Single
## 71 1 Research Scientist 4 Married
## 72 2 Sales Executive 1 Single
## 73 2 Manufacturing Director 3 Married
## 74 1 Laboratory Technician 4 Married
## 75 3 Sales Executive 2 Single
## 76 2 Laboratory Technician 4 Single
## 77 3 Sales Executive 3 Married
## 78 4 Manager 1 Single
## 79 3 Sales Executive 4 Single
## 80 1 Laboratory Technician 4 Divorced
## 81 2 Healthcare Representative 2 Married
## 82 2 Manufacturing Director 3 Married
## 83 2 Manufacturing Director 3 Married
## 84 2 Research Scientist 1 Divorced
## 85 2 Manufacturing Director 2 Single
## 86 4 Manufacturing Director 4 Single
## 87 2 Sales Executive 1 Single
## 88 1 Laboratory Technician 2 Divorced
## 89 3 Sales Executive 3 Single
## 90 5 Manager 1 Single
## 91 1 Laboratory Technician 4 Married
## 92 3 Sales Executive 1 Married
## 93 1 Laboratory Technician 3 Single
## 94 2 Healthcare Representative 3 Single
## 95 5 Manager 2 Single
## 96 2 Sales Executive 3 Married
## 97 4 Manager 2 Married
## 98 2 Healthcare Representative 4 Divorced
## 99 1 Laboratory Technician 2 Married
## 100 1 Laboratory Technician 2 Married
## 101 1 Laboratory Technician 1 Married
## 102 3 Sales Executive 4 Divorced
## 103 2 Sales Executive 3 Married
## 104 1 Research Scientist 1 Married
## 105 4 Research Director 2 Single
## 106 1 Laboratory Technician 4 Married
## 107 2 Manufacturing Director 3 Married
## 108 5 Manager 2 Married
## 109 2 Healthcare Representative 2 Married
## 110 1 Research Scientist 1 Single
## 111 1 Research Scientist 3 Divorced
## 112 4 Manager 4 Married
## 113 3 Healthcare Representative 2 Single
## 114 2 Healthcare Representative 1 Divorced
## 115 2 Sales Executive 1 Married
## 116 3 Sales Executive 2 Single
## 117 2 Sales Executive 4 Single
## 118 2 Laboratory Technician 2 Married
## 119 1 Research Scientist 3 Divorced
## 120 2 Healthcare Representative 4 Single
## 121 3 Research Director 1 Married
## 122 1 Sales Representative 1 Single
## 123 3 Sales Executive 1 Divorced
## 124 2 Sales Executive 4 Single
## 125 2 Sales Executive 4 Single
## 126 2 Sales Executive 4 Married
## 127 1 Research Scientist 1 Single
## 128 2 Manufacturing Director 4 Married
## 129 2 Research Scientist 3 Single
## 130 4 Sales Executive 1 Divorced
## 131 2 Sales Executive 2 Divorced
## 132 2 Sales Executive 4 Single
## 133 2 Healthcare Representative 4 Married
## 134 2 Manufacturing Director 2 Married
## 135 2 Laboratory Technician 3 Divorced
## 136 2 Healthcare Representative 2 Married
## 137 1 Laboratory Technician 1 Married
## 138 3 Manufacturing Director 3 Married
## 139 1 Laboratory Technician 1 Married
## 140 3 Sales Executive 4 Single
## 141 4 Manufacturing Director 2 Married
## 142 1 Research Scientist 3 Divorced
## 143 3 Manufacturing Director 3 Divorced
## 144 2 Sales Executive 4 Married
## 145 2 Healthcare Representative 3 Divorced
## 146 2 Sales Executive 3 Married
## 147 1 Research Scientist 2 Married
## 148 2 Sales Executive 1 Married
## 149 1 Laboratory Technician 2 Single
## 150 2 Manufacturing Director 1 Divorced
## 151 2 Sales Executive 1 Divorced
## 152 2 Sales Executive 4 Single
## 153 2 Sales Executive 3 Married
## 154 2 Healthcare Representative 2 Single
## 155 1 Laboratory Technician 2 Divorced
## 156 2 Sales Executive 3 Married
## 157 2 Sales Executive 2 Married
## 158 4 Healthcare Representative 4 Divorced
## 159 3 Manufacturing Director 1 Married
## 160 3 Research Director 1 Married
## 161 2 Laboratory Technician 4 Married
## 162 3 Healthcare Representative 1 Single
## 163 2 Sales Executive 3 Divorced
## 164 2 Research Scientist 1 Single
## 165 3 Sales Executive 2 Married
## 166 1 Sales Representative 3 Single
## 167 4 Research Director 2 Married
## 168 4 Research Director 3 Divorced
## 169 2 Research Scientist 1 Divorced
## 170 1 Research Scientist 4 Divorced
## 171 2 Sales Executive 4 Divorced
## 172 2 Research Scientist 2 Married
## 173 3 Healthcare Representative 3 Married
## 174 3 Sales Executive 3 Divorced
## 175 4 Manager 3 Divorced
## 176 1 Research Scientist 2 Single
## 177 5 Manager 1 Married
## 178 1 Research Scientist 1 Married
## 179 3 Sales Executive 4 Single
## 180 2 Sales Executive 4 Single
## 181 3 Manufacturing Director 2 Divorced
## 182 2 Sales Executive 1 Divorced
## 183 1 Research Scientist 3 Single
## 184 3 Manufacturing Director 2 Single
## 185 1 Laboratory Technician 3 Married
## 186 1 Research Scientist 4 Married
## 187 2 Manufacturing Director 3 Divorced
## 188 4 Manager 2 Divorced
## 189 5 Research Director 2 Divorced
## 190 2 Sales Executive 3 Married
## 191 2 Research Scientist 4 Married
## 192 3 Sales Executive 1 Married
## 193 2 Manufacturing Director 3 Divorced
## 194 2 Sales Executive 4 Married
## 195 1 Research Scientist 4 Single
## 196 1 Research Scientist 4 Married
## 197 1 Laboratory Technician 4 Married
## 198 4 Sales Executive 2 Married
## 199 3 Healthcare Representative 4 Married
## 200 1 Laboratory Technician 2 Married
## 201 4 Sales Executive 2 Single
## 202 2 Research Scientist 2 Married
## 203 2 Manufacturing Director 3 Married
## 204 1 Research Scientist 2 Single
## 205 1 Sales Representative 2 Married
## 206 1 Research Scientist 1 Married
## 207 2 Sales Executive 3 Single
## 208 2 Healthcare Representative 1 Married
## 209 1 Research Scientist 1 Divorced
## 210 3 Sales Executive 3 Divorced
## 211 4 Manufacturing Director 2 Married
## 212 5 Manager 3 Married
## 213 1 Research Scientist 4 Single
## 214 2 Manufacturing Director 4 Married
## 215 1 Research Scientist 4 Single
## 216 1 Research Scientist 3 Divorced
## 217 2 Healthcare Representative 3 Married
## 218 4 Manager 4 Divorced
## 219 1 Research Scientist 3 Single
## 220 1 Research Scientist 4 Single
## 221 2 Sales Executive 4 Single
## 222 2 Sales Executive 1 Married
## 223 2 Sales Executive 4 Divorced
## 224 1 Research Scientist 3 Divorced
## 225 1 Research Scientist 4 Divorced
## 226 1 Laboratory Technician 2 Married
## 227 1 Laboratory Technician 4 Divorced
## 228 1 Research Scientist 2 Divorced
## 229 2 Sales Executive 3 Married
## 230 4 Healthcare Representative 3 Married
## 231 2 Manufacturing Director 4 Divorced
## 232 1 Sales Representative 4 Married
## 233 4 Sales Executive 3 Married
## 234 2 Sales Executive 1 Married
## 235 4 Manager 4 Married
## 236 3 Sales Executive 3 Married
## 237 5 Manager 3 Married
## 238 2 Research Scientist 4 Married
## 239 1 Human Resources 2 Married
## 240 3 Research Director 1 Divorced
## 241 3 Manufacturing Director 1 Married
## 242 5 Manager 2 Single
## 243 1 Research Scientist 2 Married
## 244 1 Sales Representative 1 Married
## 245 2 Manufacturing Director 4 Married
## 246 1 Laboratory Technician 4 Divorced
## 247 3 Manufacturing Director 4 Single
## 248 1 Sales Representative 2 Married
## 249 2 Research Scientist 4 Divorced
## 250 4 Manager 1 Married
## 251 1 Laboratory Technician 3 Divorced
## 252 2 Sales Executive 4 Divorced
## 253 1 Research Scientist 3 Single
## 254 1 Human Resources 1 Married
## 255 3 Research Director 2 Divorced
## 256 1 Research Scientist 3 Single
## 257 1 Sales Representative 2 Divorced
## 258 2 Sales Executive 1 Divorced
## 259 3 Sales Executive 4 Married
## 260 1 Laboratory Technician 3 Divorced
## 261 1 Sales Representative 4 Single
## 262 1 Research Scientist 1 Single
## 263 1 Laboratory Technician 4 Married
## 264 1 Sales Representative 4 Married
## 265 1 Laboratory Technician 3 Married
## 266 1 Laboratory Technician 2 Married
## 267 4 Research Director 1 Divorced
## 268 1 Laboratory Technician 2 Single
## 269 2 Healthcare Representative 3 Divorced
## 270 2 Manufacturing Director 1 Married
## 271 2 Sales Executive 3 Married
## 272 2 Research Scientist 2 Divorced
## 273 2 Sales Representative 3 Married
## 274 2 Sales Executive 1 Married
## 275 5 Research Director 2 Single
## 276 5 Manager 1 Divorced
## 277 1 Research Scientist 2 Married
## 278 1 Laboratory Technician 4 Single
## 279 2 Sales Executive 3 Single
## 280 2 Healthcare Representative 3 Married
## 281 2 Sales Executive 4 Married
## 282 1 Laboratory Technician 1 Single
## 283 2 Healthcare Representative 4 Divorced
## 284 2 Sales Executive 4 Divorced
## 285 1 Human Resources 3 Married
## 286 2 Laboratory Technician 3 Married
## 287 1 Research Scientist 2 Single
## 288 1 Laboratory Technician 4 Divorced
## 289 3 Sales Executive 4 Married
## 290 1 Sales Representative 4 Married
## 291 1 Laboratory Technician 4 Divorced
## 292 2 Laboratory Technician 2 Married
## 293 1 Research Scientist 2 Single
## 294 3 Research Director 2 Married
## 295 4 Manager 4 Single
## 296 1 Laboratory Technician 3 Married
## 297 2 Manufacturing Director 3 Married
## 298 2 Laboratory Technician 3 Single
## 299 1 Research Scientist 1 Single
## 300 1 Research Scientist 4 Married
## 301 2 Sales Executive 2 Married
## 302 3 Sales Executive 1 Married
## 303 1 Research Scientist 2 Divorced
## 304 2 Research Scientist 3 Single
## 305 1 Research Scientist 3 Single
## 306 1 Laboratory Technician 4 Married
## 307 1 Laboratory Technician 4 Married
## 308 1 Research Scientist 4 Married
## 309 2 Healthcare Representative 2 Married
## 310 2 Sales Executive 2 Married
## 311 2 Research Scientist 4 Married
## 312 4 Manufacturing Director 3 Single
## 313 1 Research Scientist 3 Single
## 314 2 Manufacturing Director 3 Married
## 315 2 Sales Executive 1 Single
## 316 2 Sales Executive 4 Single
## 317 1 Sales Representative 3 Married
## 318 2 Healthcare Representative 3 Single
## 319 2 Sales Executive 4 Married
## 320 1 Research Scientist 4 Single
## 321 1 Laboratory Technician 2 Married
## 322 1 Research Scientist 4 Married
## 323 1 Research Scientist 4 Divorced
## 324 2 Research Scientist 1 Divorced
## 325 4 Manufacturing Director 4 Married
## 326 1 Research Scientist 3 Single
## 327 5 Research Director 4 Divorced
## 328 2 Research Scientist 1 Divorced
## 329 2 Research Scientist 2 Divorced
## 330 4 Manager 1 Married
## 331 4 Manager 3 Single
## 332 3 Sales Executive 4 Married
## 333 1 Research Scientist 2 Divorced
## 334 3 Manufacturing Director 1 Married
## 335 5 Manager 4 Married
## 336 2 Research Scientist 3 Single
## 337 2 Sales Executive 4 Divorced
## 338 2 Healthcare Representative 4 Single
## 339 2 Sales Executive 3 Single
## 340 1 Laboratory Technician 1 Divorced
## 341 1 Research Scientist 1 Married
## 342 1 Laboratory Technician 4 Married
## 343 3 Healthcare Representative 4 Divorced
## 344 1 Research Scientist 3 Divorced
## 345 2 Sales Executive 1 Divorced
## 346 4 Sales Executive 1 Single
## 347 2 Manufacturing Director 3 Single
## 348 2 Manufacturing Director 2 Divorced
## 349 1 Research Scientist 3 Single
## 350 4 Healthcare Representative 4 Married
## 351 3 Research Director 1 Married
## 352 2 Sales Executive 4 Married
## 353 2 Research Scientist 4 Married
## 354 2 Healthcare Representative 4 Divorced
## 355 3 Sales Executive 3 Divorced
## 356 2 Sales Executive 1 Single
## 357 1 Research Scientist 2 Married
## 358 1 Research Scientist 2 Married
## 359 2 Manufacturing Director 4 Married
## 360 1 Laboratory Technician 4 Married
## 361 5 Manager 3 Married
## 362 1 Sales Representative 1 Single
## 363 5 Manager 4 Married
## 364 5 Research Director 3 Divorced
## 365 5 Manager 3 Married
## 366 4 Sales Executive 1 Married
## 367 2 Laboratory Technician 2 Divorced
## 368 2 Sales Executive 1 Married
## 369 1 Research Scientist 3 Married
## 370 2 Research Scientist 4 Single
## 371 2 Manufacturing Director 1 Married
## 372 3 Sales Executive 1 Married
## 373 3 Laboratory Technician 1 Divorced
## 374 1 Research Scientist 2 Married
## 375 1 Sales Representative 1 Single
## 376 4 Research Director 4 Single
## 377 1 Laboratory Technician 1 Single
## 378 2 Sales Executive 4 Divorced
## 379 1 Research Scientist 4 Married
## 380 1 Research Scientist 3 Married
## 381 5 Research Director 3 Married
## 382 1 Human Resources 3 Married
## 383 2 Sales Executive 1 Divorced
## 384 1 Sales Representative 1 Divorced
## 385 1 Research Scientist 3 Married
## 386 3 Research Director 1 Married
## 387 3 Sales Executive 3 Single
## 388 2 Manufacturing Director 4 Divorced
## 389 2 Sales Representative 4 Single
## 390 1 Sales Representative 2 Single
## 391 2 Sales Executive 1 Married
## 392 2 Sales Executive 4 Married
## 393 1 Research Scientist 1 Divorced
## 394 3 Sales Executive 1 Married
## 395 1 Research Scientist 4 Single
## 396 1 Research Scientist 4 Divorced
## 397 4 Research Director 3 Married
## 398 1 Human Resources 3 Married
## 399 2 Healthcare Representative 3 Divorced
## 400 3 Manufacturing Director 3 Single
## 401 2 Manufacturing Director 4 Single
## 402 2 Manufacturing Director 3 Divorced
## 403 1 Laboratory Technician 3 Single
## 404 3 Healthcare Representative 1 Married
## 405 1 Research Scientist 1 Single
## 406 4 Research Director 4 Divorced
## 407 2 Sales Executive 4 Married
## 408 1 Laboratory Technician 3 Divorced
## 409 4 Manager 4 Married
## 410 4 Research Director 1 Married
## 411 1 Human Resources 1 Married
## 412 3 Sales Executive 3 Single
## 413 1 Research Scientist 2 Married
## 414 2 Sales Executive 4 Single
## 415 1 Sales Representative 3 Divorced
## 416 2 Manufacturing Director 4 Divorced
## 417 1 Laboratory Technician 4 Single
## 418 1 Laboratory Technician 4 Married
## 419 2 Manufacturing Director 4 Married
## 420 3 Research Director 3 Married
## 421 2 Manufacturing Director 2 Married
## 422 2 Research Scientist 3 Married
## 423 2 Sales Executive 3 Married
## 424 1 Laboratory Technician 4 Single
## 425 2 Sales Executive 1 Married
## 426 3 Sales Executive 4 Divorced
## 427 1 Research Scientist 3 Divorced
## 428 1 Research Scientist 3 Single
## 429 1 Laboratory Technician 3 Single
## 430 2 Manufacturing Director 1 Married
## 431 2 Sales Executive 3 Single
## 432 1 Research Scientist 3 Divorced
## 433 2 Laboratory Technician 1 Single
## 434 1 Research Scientist 1 Divorced
## 435 3 Sales Executive 2 Divorced
## 436 2 Sales Executive 2 Married
## 437 1 Research Scientist 3 Single
## 438 1 Laboratory Technician 1 Single
## 439 1 Sales Representative 3 Married
## 440 2 Healthcare Representative 4 Single
## 441 2 Research Scientist 3 Single
## 442 1 Laboratory Technician 3 Married
## 443 1 Laboratory Technician 3 Single
## 444 1 Human Resources 4 Divorced
## 445 5 Research Director 4 Divorced
## 446 1 Research Scientist 4 Married
## 447 2 Research Scientist 4 Married
## 448 2 Healthcare Representative 1 Married
## 449 2 Laboratory Technician 4 Single
## 450 2 Sales Executive 1 Married
## 451 2 Healthcare Representative 4 Married
## 452 1 Research Scientist 2 Single
## 453 2 Sales Executive 4 Single
## 454 2 Sales Executive 3 Single
## 455 4 Manager 1 Married
## 456 5 Manager 2 Single
## 457 2 Sales Executive 4 Married
## 458 2 Sales Executive 4 Single
## 459 1 Research Scientist 1 Married
## 460 2 Laboratory Technician 4 Single
## 461 1 Laboratory Technician 3 Married
## 462 1 Laboratory Technician 2 Single
## 463 3 Sales Executive 4 Single
## 464 2 Manufacturing Director 4 Single
## 465 1 Research Scientist 3 Married
## 466 1 Research Scientist 4 Single
## 467 1 Sales Representative 4 Single
## 468 1 Laboratory Technician 4 Married
## 469 2 Sales Executive 1 Single
## 470 2 Manufacturing Director 1 Divorced
## 471 1 Research Scientist 2 Married
## 472 1 Research Scientist 4 Single
## 473 3 Research Director 1 Married
## 474 1 Research Scientist 4 Single
## 475 1 Laboratory Technician 3 Divorced
## 476 2 Sales Executive 4 Single
## 477 2 Sales Executive 3 Divorced
## 478 2 Sales Executive 3 Divorced
## 479 1 Laboratory Technician 1 Married
## 480 3 Research Director 4 Married
## 481 2 Healthcare Representative 1 Married
## 482 1 Research Scientist 4 Married
## 483 2 Research Scientist 4 Married
## 484 1 Research Scientist 1 Divorced
## 485 3 Healthcare Representative 4 Married
## 486 2 Sales Executive 4 Single
## 487 1 Sales Representative 4 Single
## 488 1 Research Scientist 3 Divorced
## 489 3 Laboratory Technician 3 Single
## 490 2 Healthcare Representative 3 Single
## 491 5 Research Director 1 Single
## 492 4 Research Director 1 Married
## 493 2 Sales Executive 3 Single
## 494 3 Healthcare Representative 2 Single
## 495 2 Sales Executive 3 Married
## 496 4 Manager 3 Married
## 497 1 Research Scientist 4 Married
## 498 1 Research Scientist 4 Married
## 499 2 Healthcare Representative 3 Married
## 500 2 Sales Executive 3 Married
## 501 3 Manufacturing Director 1 Married
## 502 1 Laboratory Technician 3 Single
## 503 1 Sales Representative 3 Married
## 504 3 Manufacturing Director 1 Divorced
## 505 4 Research Director 3 Married
## 506 2 Research Scientist 2 Married
## 507 1 Sales Representative 3 Single
## 508 3 Sales Executive 2 Married
## 509 1 Sales Representative 4 Divorced
## 510 5 Research Director 3 Married
## 511 2 Sales Executive 4 Married
## 512 3 Healthcare Representative 3 Married
## 513 1 Research Scientist 3 Married
## 514 3 Research Director 4 Single
## 515 1 Sales Representative 4 Single
## 516 2 Manufacturing Director 2 Divorced
## 517 1 Sales Representative 2 Married
## 518 1 Laboratory Technician 2 Divorced
## 519 2 Laboratory Technician 4 Married
## 520 1 Laboratory Technician 4 Single
## 521 1 Research Scientist 4 Single
## 522 1 Laboratory Technician 2 Married
## 523 3 Research Scientist 1 Divorced
## 524 5 Research Director 3 Divorced
## 525 1 Research Scientist 4 Married
## 526 3 Sales Executive 2 Married
## 527 2 Sales Executive 1 Divorced
## 528 2 Healthcare Representative 1 Married
## 529 1 Research Scientist 3 Single
## 530 1 Research Scientist 2 Married
## 531 3 Healthcare Representative 3 Married
## 532 2 Sales Executive 3 Single
## 533 1 Research Scientist 3 Married
## 534 2 Healthcare Representative 4 Divorced
## 535 1 Laboratory Technician 1 Married
## 536 1 Research Scientist 4 Divorced
## 537 3 Sales Executive 2 Single
## 538 1 Human Resources 3 Divorced
## 539 1 Sales Representative 2 Single
## 540 2 Sales Executive 1 Single
## 541 2 Laboratory Technician 3 Divorced
## 542 1 Research Scientist 1 Married
## 543 1 Research Scientist 3 Divorced
## 544 2 Manufacturing Director 3 Married
## 545 1 Research Scientist 1 Single
## 546 1 Research Scientist 4 Married
## 547 3 Laboratory Technician 2 Married
## 548 2 Laboratory Technician 3 Single
## 549 3 Research Director 2 Married
## 550 1 Human Resources 2 Single
## 551 5 Manager 3 Married
## 552 1 Human Resources 4 Divorced
## 553 2 Human Resources 4 Single
## 554 1 Research Scientist 3 Married
## 555 2 Healthcare Representative 4 Married
## 556 2 Sales Executive 3 Married
## 557 2 Laboratory Technician 3 Single
## 558 1 Research Scientist 4 Married
## 559 2 Manufacturing Director 2 Married
## 560 2 Sales Executive 3 Married
## 561 1 Laboratory Technician 2 Single
## 562 4 Research Director 3 Married
## 563 1 Laboratory Technician 2 Married
## 564 3 Research Director 3 Married
## 565 1 Laboratory Technician 3 Married
## 566 1 Research Scientist 4 Single
## 567 2 Laboratory Technician 1 Single
## 568 2 Sales Executive 1 Married
## 569 2 Sales Executive 3 Single
## 570 4 Manufacturing Director 3 Married
## 571 2 Sales Executive 2 Married
## 572 1 Research Scientist 4 Single
## 573 2 Sales Executive 4 Married
## 574 2 Sales Executive 3 Married
## 575 2 Sales Executive 2 Married
## 576 2 Manufacturing Director 3 Divorced
## 577 1 Sales Representative 1 Single
## 578 1 Laboratory Technician 3 Single
## 579 2 Manufacturing Director 3 Single
## 580 2 Healthcare Representative 4 Divorced
## 581 1 Laboratory Technician 4 Married
## 582 4 Research Director 4 Single
## 583 2 Healthcare Representative 4 Married
## 584 2 Sales Executive 2 Married
## 585 2 Healthcare Representative 4 Married
## 586 2 Laboratory Technician 4 Married
## 587 2 Research Scientist 4 Divorced
## 588 1 Sales Representative 1 Single
## 589 1 Laboratory Technician 3 Single
## 590 1 Laboratory Technician 1 Married
## 591 1 Research Scientist 3 Married
## 592 2 Sales Executive 2 Single
## 593 1 Sales Representative 3 Married
## 594 1 Laboratory Technician 1 Married
## 595 3 Manufacturing Director 3 Married
## 596 2 Sales Executive 1 Divorced
## 597 3 Manufacturing Director 2 Married
## 598 2 Laboratory Technician 3 Married
## 599 2 Manufacturing Director 2 Married
## 600 1 Research Scientist 4 Married
## 601 1 Sales Representative 2 Married
## 602 2 Research Scientist 1 Married
## 603 3 Research Director 1 Married
## 604 1 Laboratory Technician 4 Married
## 605 1 Sales Representative 2 Single
## 606 4 Research Director 3 Married
## 607 2 Sales Executive 3 Single
## 608 2 Sales Executive 1 Divorced
## 609 1 Laboratory Technician 1 Single
## 610 1 Sales Representative 4 Single
## 611 2 Laboratory Technician 4 Married
## 612 2 Healthcare Representative 3 Single
## 613 1 Laboratory Technician 1 Married
## 614 1 Sales Representative 2 Single
## 615 3 Sales Executive 3 Divorced
## 616 2 Laboratory Technician 4 Married
## 617 1 Laboratory Technician 2 Married
## 618 2 Sales Executive 1 Divorced
## 619 3 Healthcare Representative 1 Married
## 620 1 Laboratory Technician 3 Married
## 621 1 Laboratory Technician 4 Single
## 622 2 Manufacturing Director 3 Divorced
## 623 1 Research Scientist 4 Single
## 624 3 Human Resources 4 Single
## 625 1 Laboratory Technician 1 Single
## 626 1 Research Scientist 3 Divorced
## 627 2 Sales Executive 3 Married
## 628 3 Research Director 4 Divorced
## 629 3 Manufacturing Director 2 Married
## 630 3 Healthcare Representative 2 Single
## 631 1 Research Scientist 4 Married
## 632 3 Sales Executive 4 Single
## 633 2 Sales Executive 4 Single
## 634 1 Laboratory Technician 4 Divorced
## 635 3 Healthcare Representative 1 Married
## 636 1 Laboratory Technician 4 Married
## 637 4 Manager 1 Married
## 638 3 Sales Executive 3 Divorced
## 639 1 Research Scientist 4 Married
## 640 1 Sales Representative 1 Divorced
## 641 1 Laboratory Technician 3 Divorced
## 642 2 Healthcare Representative 1 Divorced
## 643 4 Manager 1 Single
## 644 1 Research Scientist 1 Married
## 645 1 Research Scientist 1 Divorced
## 646 3 Sales Executive 4 Married
## 647 1 Laboratory Technician 3 Single
## 648 1 Laboratory Technician 3 Married
## 649 2 Sales Executive 1 Single
## 650 1 Laboratory Technician 1 Single
## 651 1 Laboratory Technician 1 Single
## 652 2 Sales Executive 4 Divorced
## 653 3 Research Director 3 Single
## 654 3 Manager 3 Married
## 655 1 Laboratory Technician 3 Single
## 656 2 Healthcare Representative 1 Married
## 657 3 Research Director 2 Married
## 658 4 Manager 4 Divorced
## 659 2 Manufacturing Director 2 Single
## 660 2 Manufacturing Director 2 Single
## 661 2 Laboratory Technician 4 Married
## 662 1 Research Scientist 3 Divorced
## 663 3 Sales Executive 4 Divorced
## 664 1 Laboratory Technician 4 Divorced
## 665 2 Sales Executive 3 Single
## 666 2 Healthcare Representative 3 Single
## 667 3 Sales Executive 4 Married
## 668 1 Laboratory Technician 4 Divorced
## 669 2 Laboratory Technician 3 Married
## 670 4 Research Director 4 Married
## 671 3 Research Director 3 Single
## 672 2 Sales Executive 4 Divorced
## 673 2 Sales Executive 1 Single
## 674 1 Research Scientist 2 Divorced
## 675 1 Research Scientist 3 Married
## 676 5 Manager 2 Married
## 677 2 Manufacturing Director 2 Married
## 678 2 Laboratory Technician 3 Married
## 679 2 Manufacturing Director 2 Divorced
## 680 1 Sales Representative 3 Married
## 681 2 Sales Executive 1 Married
## 682 1 Laboratory Technician 4 Married
## 683 2 Healthcare Representative 3 Married
## 684 3 Healthcare Representative 4 Divorced
## 685 1 Research Scientist 4 Married
## 686 3 Manufacturing Director 2 Divorced
## 687 3 Healthcare Representative 4 Single
## 688 1 Research Scientist 2 Married
## 689 1 Laboratory Technician 4 Single
## 690 1 Human Resources 2 Divorced
## 691 2 Human Resources 3 Married
## 692 3 Manager 2 Married
## 693 2 Healthcare Representative 4 Single
## 694 1 Research Scientist 4 Single
## 695 2 Sales Executive 4 Divorced
## 696 1 Sales Representative 4 Single
## 697 4 Manager 4 Married
## 698 2 Laboratory Technician 2 Single
## 699 1 Sales Representative 4 Single
## 700 5 Research Director 2 Married
## 701 1 Human Resources 2 Married
## 702 2 Sales Executive 3 Married
## 703 3 Sales Executive 4 Married
## 704 1 Human Resources 2 Married
## 705 1 Human Resources 3 Married
## 706 2 Sales Executive 4 Single
## 707 2 Research Scientist 4 Married
## 708 1 Human Resources 2 Single
## 709 1 Laboratory Technician 3 Married
## 710 4 Manager 1 Divorced
## 711 3 Manager 1 Married
## 712 4 Manager 4 Divorced
## 713 1 Laboratory Technician 2 Single
## 714 3 Sales Executive 4 Married
## 715 3 Sales Executive 1 Single
## 716 1 Human Resources 3 Married
## 717 2 Sales Executive 3 Married
## 718 2 Research Scientist 3 Single
## 719 2 Sales Executive 4 Single
## 720 3 Manufacturing Director 2 Divorced
## 721 3 Manufacturing Director 3 Married
## 722 2 Manufacturing Director 3 Married
## 723 1 Research Scientist 1 Divorced
## 724 3 Manufacturing Director 4 Single
## 725 1 Laboratory Technician 3 Single
## 726 2 Manufacturing Director 3 Married
## 727 1 Sales Representative 4 Married
## 728 1 Research Scientist 3 Divorced
## 729 1 Laboratory Technician 4 Single
## 730 1 Laboratory Technician 4 Married
## 731 2 Manufacturing Director 2 Divorced
## 732 2 Sales Executive 3 Married
## 733 1 Human Resources 2 Married
## 734 2 Sales Executive 3 Married
## 735 1 Research Scientist 4 Single
## 736 2 Sales Executive 3 Single
## 737 4 Sales Executive 4 Married
## 738 2 Sales Executive 4 Single
## 739 2 Sales Executive 3 Married
## 740 2 Laboratory Technician 4 Single
## 741 2 Sales Executive 3 Married
## 742 3 Manager 4 Divorced
## 743 2 Research Scientist 4 Married
## 744 1 Laboratory Technician 2 Single
## 745 2 Sales Executive 3 Divorced
## 746 1 Laboratory Technician 1 Divorced
## 747 1 Human Resources 1 Divorced
## 748 2 Healthcare Representative 1 Single
## 749 1 Laboratory Technician 1 Divorced
## 750 1 Research Scientist 4 Single
## 751 1 Sales Representative 4 Single
## 752 1 Sales Representative 2 Single
## 753 4 Healthcare Representative 3 Married
## 754 3 Sales Executive 2 Married
## 755 3 Research Director 3 Married
## 756 1 Laboratory Technician 3 Single
## 757 2 Healthcare Representative 4 Married
## 758 2 Healthcare Representative 3 Married
## 759 1 Laboratory Technician 3 Married
## 760 5 Manager 2 Single
## 761 1 Research Scientist 1 Single
## 762 4 Manager 4 Married
## 763 2 Sales Executive 2 Single
## 764 2 Sales Executive 3 Married
## 765 1 Human Resources 4 Married
## 766 2 Laboratory Technician 1 Single
## 767 1 Research Scientist 3 Married
## 768 3 Sales Executive 1 Divorced
## 769 2 Manufacturing Director 4 Divorced
## 770 2 Sales Executive 3 Married
## 771 2 Sales Executive 4 Single
## 772 3 Sales Executive 1 Divorced
## 773 3 Healthcare Representative 3 Single
## 774 1 Research Scientist 3 Married
## 775 3 Healthcare Representative 4 Married
## 776 1 Research Scientist 3 Single
## 777 1 Human Resources 3 Divorced
## 778 1 Sales Representative 1 Divorced
## 779 1 Laboratory Technician 4 Single
## 780 1 Research Scientist 4 Married
## 781 1 Sales Representative 2 Single
## 782 2 Healthcare Representative 3 Single
## 783 1 Human Resources 2 Divorced
## 784 2 Sales Executive 3 Married
## 785 2 Sales Executive 2 Married
## 786 4 Research Director 2 Single
## 787 3 Manager 3 Married
## 788 2 Research Scientist 2 Married
## 789 5 Research Director 1 Married
## 790 1 Research Scientist 2 Single
## 791 2 Laboratory Technician 1 Married
## 792 1 Research Scientist 2 Single
## 793 3 Manufacturing Director 3 Married
## 794 3 Healthcare Representative 3 Divorced
## 795 2 Manufacturing Director 4 Divorced
## 796 1 Research Scientist 1 Single
## 797 4 Healthcare Representative 4 Married
## 798 1 Laboratory Technician 1 Married
## 799 1 Research Scientist 2 Single
## 800 2 Healthcare Representative 1 Divorced
## 801 2 Sales Executive 1 Married
## 802 2 Sales Executive 4 Single
## 803 4 Manager 1 Married
## 804 3 Sales Executive 1 Single
## 805 2 Laboratory Technician 2 Married
## 806 3 Healthcare Representative 1 Married
## 807 2 Sales Executive 3 Married
## 808 1 Research Scientist 4 Married
## 809 1 Research Scientist 4 Married
## 810 1 Research Scientist 2 Married
## 811 2 Laboratory Technician 1 Divorced
## 812 1 Laboratory Technician 4 Married
## 813 2 Sales Executive 3 Divorced
## 814 5 Manager 3 Married
## 815 1 Sales Representative 2 Married
## 816 1 Research Scientist 4 Married
## 817 2 Manufacturing Director 4 Single
## 818 3 Research Director 3 Married
## 819 1 Laboratory Technician 4 Single
## 820 2 Sales Executive 3 Single
## 821 1 Research Scientist 4 Married
## 822 2 Sales Executive 4 Divorced
## 823 2 Sales Executive 3 Married
## 824 1 Laboratory Technician 3 Married
## 825 2 Manufacturing Director 3 Married
## 826 5 Research Director 4 Divorced
## 827 3 Sales Executive 3 Married
## 828 2 Sales Executive 1 Single
## 829 1 Laboratory Technician 2 Married
## 830 5 Manager 2 Married
## 831 2 Laboratory Technician 1 Married
## 832 1 Sales Representative 3 Single
## 833 1 Laboratory Technician 1 Married
## 834 1 Research Scientist 1 Single
## 835 4 Healthcare Representative 2 Divorced
## 836 3 Sales Executive 2 Divorced
## 837 1 Research Scientist 3 Married
## 838 2 Sales Executive 4 Single
## 839 3 Manufacturing Director 2 Divorced
## 840 5 Research Director 2 Married
## 841 1 Laboratory Technician 3 Single
## 842 3 Human Resources 1 Single
## 843 4 Manufacturing Director 4 Married
## 844 3 Healthcare Representative 4 Divorced
## 845 2 Sales Executive 4 Single
## 846 2 Laboratory Technician 1 Divorced
## 847 1 Laboratory Technician 2 Single
## 848 3 Healthcare Representative 4 Divorced
## 849 2 Sales Executive 3 Married
## 850 1 Laboratory Technician 4 Married
## 851 2 Sales Executive 3 Married
## 852 1 Laboratory Technician 3 Single
## 853 2 Laboratory Technician 3 Single
## 854 2 Healthcare Representative 1 Single
## 855 2 Manufacturing Director 2 Married
## 856 1 Sales Representative 3 Married
## 857 1 Research Scientist 1 Single
## 858 3 Manufacturing Director 3 Married
## 859 1 Laboratory Technician 1 Married
## 860 3 Healthcare Representative 4 Married
## 861 1 Laboratory Technician 3 Single
## 862 3 Sales Executive 4 Single
## 863 2 Sales Executive 4 Single
## 864 4 Sales Executive 3 Divorced
## 865 3 Manufacturing Director 4 Married
## 866 3 Manufacturing Director 4 Single
## 867 2 Sales Executive 4 Married
## 868 2 Sales Executive 3 Married
## 869 1 Research Scientist 3 Married
## 870 2 Laboratory Technician 2 Single
## 871 2 Sales Executive 4 Married
## 872 1 Research Scientist 4 Single
## 873 4 Sales Executive 3 Single
## 874 1 Laboratory Technician 2 Married
## 875 1 Laboratory Technician 1 Divorced
## 876 2 Sales Representative 4 Married
## 877 2 Sales Executive 2 Married
## 878 1 Laboratory Technician 3 Single
## 879 1 Research Scientist 3 Divorced
## 880 4 Manufacturing Director 2 Single
## 881 3 Sales Executive 4 Divorced
## 882 1 Laboratory Technician 2 Married
## 883 2 Sales Executive 3 Married
## 884 2 Sales Executive 4 Married
## 885 2 Sales Executive 2 Married
## 886 2 Manufacturing Director 3 Married
## 887 2 Healthcare Representative 3 Divorced
## 888 2 Manufacturing Director 1 Divorced
## 889 2 Laboratory Technician 4 Divorced
## 890 1 Human Resources 3 Single
## 891 2 Research Scientist 4 Single
## 892 3 Sales Executive 2 Married
## 893 3 Sales Executive 4 Single
## 894 2 Sales Executive 4 Divorced
## 895 3 Healthcare Representative 2 Divorced
## 896 3 Manufacturing Director 4 Divorced
## 897 3 Sales Executive 1 Single
## 898 4 Manager 3 Married
## 899 2 Sales Executive 1 Single
## 900 1 Research Scientist 3 Married
## 901 1 Laboratory Technician 2 Married
## 902 2 Sales Executive 3 Married
## 903 2 Sales Executive 3 Divorced
## 904 1 Laboratory Technician 4 Married
## 905 4 Manager 4 Married
## 906 2 Sales Executive 2 Married
## 907 3 Healthcare Representative 1 Married
## 908 2 Manufacturing Director 4 Divorced
## 909 1 Laboratory Technician 3 Single
## 910 1 Research Scientist 1 Single
## 911 5 Research Director 4 Married
## 912 1 Human Resources 2 Married
## 913 1 Laboratory Technician 1 Married
## 914 3 Manager 1 Single
## 915 2 Manufacturing Director 3 Single
## 916 2 Laboratory Technician 3 Single
## 917 1 Research Scientist 1 Married
## 918 2 Sales Executive 4 Single
## 919 1 Sales Representative 2 Married
## 920 1 Laboratory Technician 1 Married
## 921 1 Sales Representative 2 Single
## 922 1 Laboratory Technician 4 Married
## 923 2 Laboratory Technician 3 Divorced
## 924 2 Human Resources 1 Married
## 925 4 Manager 3 Married
## 926 1 Laboratory Technician 3 Married
## 927 2 Sales Executive 4 Married
## 928 3 Research Director 3 Married
## 929 1 Laboratory Technician 4 Divorced
## 930 1 Laboratory Technician 4 Single
## 931 2 Sales Executive 3 Divorced
## 932 3 Research Director 4 Single
## 933 3 Sales Executive 1 Married
## 934 1 Laboratory Technician 4 Divorced
## 935 1 Laboratory Technician 1 Single
## 936 1 Laboratory Technician 1 Single
## 937 3 Healthcare Representative 1 Divorced
## 938 3 Manufacturing Director 4 Single
## 939 2 Research Scientist 4 Single
## 940 1 Sales Representative 2 Married
## 941 1 Laboratory Technician 1 Single
## 942 3 Sales Executive 3 Married
## 943 3 Sales Executive 1 Single
## 944 2 Manufacturing Director 4 Married
## 945 1 Sales Representative 3 Single
## 946 2 Healthcare Representative 4 Divorced
## 947 1 Sales Representative 2 Single
## 948 1 Research Scientist 4 Divorced
## 949 1 Human Resources 3 Divorced
## 950 2 Sales Executive 3 Single
## 951 1 Research Scientist 3 Married
## 952 2 Sales Executive 1 Married
## 953 2 Healthcare Representative 2 Single
## 954 1 Laboratory Technician 4 Single
## 955 2 Laboratory Technician 2 Single
## 956 3 Human Resources 3 Married
## 957 3 Manufacturing Director 4 Single
## 958 1 Laboratory Technician 3 Single
## 959 3 Sales Executive 3 Single
## 960 5 Research Director 2 Single
## 961 1 Research Scientist 4 Single
## 962 2 Research Scientist 4 Divorced
## 963 2 Healthcare Representative 1 Divorced
## 964 2 Human Resources 2 Married
## 965 1 Research Scientist 4 Married
## 966 5 Research Director 3 Divorced
## 967 1 Research Scientist 1 Single
## 968 3 Sales Executive 3 Married
## 969 4 Manager 1 Married
## 970 1 Laboratory Technician 2 Divorced
## 971 2 Sales Executive 4 Single
## 972 2 Healthcare Representative 4 Married
## 973 1 Laboratory Technician 3 Single
## 974 1 Research Scientist 2 Single
## 975 2 Manufacturing Director 3 Divorced
## 976 1 Research Scientist 4 Single
## 977 2 Healthcare Representative 3 Single
## 978 1 Research Scientist 1 Single
## 979 3 Manufacturing Director 3 Married
## 980 5 Manager 3 Married
## 981 1 Sales Representative 3 Married
## 982 3 Sales Executive 4 Married
## 983 1 Laboratory Technician 4 Single
## 984 1 Sales Representative 3 Single
## 985 2 Sales Executive 4 Married
## 986 1 Research Scientist 3 Single
## 987 1 Research Scientist 4 Married
## 988 2 Sales Executive 4 Married
## 989 3 Manufacturing Director 1 Single
## 990 1 Research Scientist 2 Single
## 991 2 Human Resources 4 Married
## 992 1 Research Scientist 3 Married
## 993 2 Human Resources 4 Married
## 994 2 Sales Executive 2 Married
## 995 2 Sales Executive 4 Single
## 996 2 Research Scientist 3 Single
## 997 1 Research Scientist 3 Married
## 998 4 Research Director 4 Single
## 999 3 Sales Executive 4 Divorced
## 1000 1 Laboratory Technician 4 Single
## 1001 2 Human Resources 2 Divorced
## 1002 2 Sales Representative 3 Single
## 1003 2 Research Scientist 2 Divorced
## 1004 2 Manufacturing Director 4 Divorced
## 1005 1 Research Scientist 1 Married
## 1006 2 Sales Executive 4 Married
## 1007 1 Sales Representative 3 Single
## 1008 2 Healthcare Representative 4 Divorced
## 1009 5 Manager 3 Divorced
## 1010 2 Sales Representative 3 Married
## 1011 3 Manufacturing Director 3 Divorced
## 1012 2 Research Scientist 2 Divorced
## 1013 2 Sales Executive 2 Married
## 1014 2 Laboratory Technician 1 Married
## 1015 2 Sales Executive 1 Single
## 1016 1 Laboratory Technician 2 Divorced
## 1017 1 Laboratory Technician 1 Divorced
## 1018 3 Sales Executive 2 Married
## 1019 3 Sales Executive 4 Married
## 1020 1 Research Scientist 4 Single
## 1021 2 Sales Executive 2 Married
## 1022 2 Sales Executive 4 Single
## 1023 2 Research Scientist 4 Divorced
## 1024 3 Healthcare Representative 3 Married
## 1025 4 Manager 1 Divorced
## 1026 5 Manager 4 Single
## 1027 2 Human Resources 1 Married
## 1028 2 Sales Executive 4 Single
## 1029 2 Sales Executive 3 Single
## 1030 3 Human Resources 1 Married
## 1031 2 Sales Executive 2 Married
## 1032 1 Human Resources 4 Single
## 1033 3 Research Director 4 Divorced
## 1034 1 Research Scientist 3 Married
## 1035 2 Laboratory Technician 3 Divorced
## 1036 1 Research Scientist 3 Single
## 1037 2 Sales Executive 4 Single
## 1038 3 Human Resources 2 Married
## 1039 3 Research Director 3 Single
## 1040 2 Healthcare Representative 3 Married
## 1041 1 Laboratory Technician 2 Single
## 1042 1 Research Scientist 1 Single
## 1043 3 Sales Executive 4 Married
## 1044 2 Sales Executive 4 Married
## 1045 1 Research Scientist 3 Single
## 1046 1 Laboratory Technician 2 Divorced
## 1047 2 Manufacturing Director 2 Married
## 1048 3 Manager 2 Married
## 1049 1 Research Scientist 3 Single
## 1050 2 Sales Executive 4 Divorced
## 1051 3 Manufacturing Director 4 Married
## 1052 1 Laboratory Technician 4 Single
## 1053 2 Healthcare Representative 3 Divorced
## 1054 1 Research Scientist 3 Divorced
## 1055 1 Research Scientist 4 Single
## 1056 1 Laboratory Technician 1 Married
## 1057 2 Manufacturing Director 1 Married
## 1058 4 Manager 4 Married
## 1059 2 Human Resources 2 Divorced
## 1060 1 Research Scientist 2 Married
## 1061 2 Research Scientist 3 Married
## 1062 2 Manufacturing Director 4 Divorced
## 1063 2 Healthcare Representative 4 Divorced
## 1064 1 Sales Representative 4 Divorced
## 1065 2 Healthcare Representative 3 Divorced
## 1066 1 Laboratory Technician 1 Married
## 1067 1 Research Scientist 3 Married
## 1068 5 Manager 1 Married
## 1069 2 Sales Executive 1 Married
## 1070 1 Sales Representative 2 Married
## 1071 1 Sales Representative 4 Married
## 1072 2 Manufacturing Director 1 Married
## 1073 1 Sales Representative 4 Single
## 1074 2 Healthcare Representative 3 Married
## 1075 2 Sales Executive 1 Married
## 1076 4 Manager 1 Married
## 1077 5 Manager 3 Divorced
## 1078 2 Laboratory Technician 3 Divorced
## 1079 2 Research Scientist 2 Single
## 1080 2 Research Scientist 3 Divorced
## 1081 1 Research Scientist 3 Single
## 1082 1 Research Scientist 4 Married
## 1083 1 Sales Representative 1 Married
## 1084 2 Sales Executive 3 Married
## 1085 3 Manufacturing Director 3 Single
## 1086 3 Sales Executive 1 Married
## 1087 2 Sales Executive 3 Married
## 1088 1 Research Scientist 3 Married
## 1089 1 Research Scientist 4 Married
## 1090 2 Sales Executive 4 Married
## 1091 2 Sales Executive 2 Divorced
## 1092 2 Sales Executive 4 Divorced
## 1093 3 Research Director 4 Divorced
## 1094 2 Sales Executive 2 Divorced
## 1095 2 Healthcare Representative 1 Divorced
## 1096 2 Manufacturing Director 2 Married
## 1097 1 Research Scientist 1 Married
## 1098 1 Human Resources 4 Divorced
## 1099 1 Laboratory Technician 2 Married
## 1100 2 Manufacturing Director 1 Single
## 1101 5 Manager 3 Married
## 1102 2 Sales Executive 2 Divorced
## 1103 2 Sales Executive 4 Married
## 1104 3 Sales Executive 4 Married
## 1105 1 Research Scientist 4 Single
## 1106 1 Research Scientist 2 Divorced
## 1107 1 Research Scientist 1 Married
## 1108 2 Human Resources 3 Single
## 1109 2 Sales Executive 3 Single
## 1110 2 Sales Executive 1 Married
## 1111 2 Healthcare Representative 3 Married
## 1112 3 Manager 4 Married
## 1113 3 Manager 3 Married
## 1114 2 Sales Executive 3 Married
## 1115 3 Healthcare Representative 3 Single
## 1116 1 Research Scientist 1 Married
## 1117 2 Manufacturing Director 2 Single
## 1118 2 Laboratory Technician 4 Married
## 1119 3 Healthcare Representative 2 Divorced
## 1120 1 Sales Representative 3 Divorced
## 1121 3 Sales Executive 1 Divorced
## 1122 4 Manager 4 Single
## 1123 2 Research Scientist 1 Married
## 1124 4 Manager 4 Married
## 1125 1 Research Scientist 3 Married
## 1126 1 Sales Representative 1 Single
## 1127 1 Laboratory Technician 3 Married
## 1128 2 Laboratory Technician 3 Married
## 1129 4 Manager 2 Single
## 1130 1 Laboratory Technician 1 Married
## 1131 3 Research Director 3 Divorced
## 1132 4 Manager 2 Divorced
## 1133 2 Healthcare Representative 4 Married
## 1134 1 Laboratory Technician 2 Single
## 1135 1 Laboratory Technician 1 Single
## 1136 1 Laboratory Technician 1 Married
## 1137 1 Laboratory Technician 1 Married
## 1138 2 Sales Executive 1 Divorced
## 1139 3 Sales Executive 3 Divorced
## 1140 4 Research Director 3 Married
## 1141 2 Healthcare Representative 4 Married
## 1142 2 Sales Executive 2 Married
## 1143 3 Healthcare Representative 3 Single
## 1144 2 Sales Executive 4 Single
## 1145 2 Human Resources 4 Married
## 1146 2 Sales Executive 3 Single
## 1147 2 Laboratory Technician 3 Married
## 1148 1 Laboratory Technician 3 Divorced
## 1149 1 Research Scientist 4 Divorced
## 1150 2 Healthcare Representative 4 Married
## 1151 1 Research Scientist 3 Divorced
## 1152 2 Sales Executive 4 Single
## 1153 2 Research Scientist 3 Single
## 1154 1 Laboratory Technician 4 Married
## 1155 2 Manufacturing Director 1 Married
## 1156 4 Healthcare Representative 2 Single
## 1157 1 Sales Representative 3 Divorced
## 1158 2 Research Scientist 2 Married
## 1159 1 Research Scientist 3 Married
## 1160 2 Manufacturing Director 2 Divorced
## 1161 1 Research Scientist 3 Single
## 1162 3 Manufacturing Director 3 Single
## 1163 1 Laboratory Technician 4 Married
## 1164 3 Manufacturing Director 4 Single
## 1165 1 Research Scientist 3 Married
## 1166 1 Laboratory Technician 2 Married
## 1167 3 Healthcare Representative 4 Married
## 1168 2 Sales Executive 3 Single
## 1169 1 Research Scientist 3 Divorced
## 1170 1 Research Scientist 1 Married
## MonthlyRate NumCompaniesWorked OverTime PercentSalaryHike
## 1 9250 2 No 11
## 2 17544 1 No 14
## 3 19944 2 No 11
## 4 24032 1 No 19
## 5 17218 1 Yes 13
## 6 4809 1 No 21
## 7 5561 2 Yes 12
## 8 24223 2 Yes 14
## 9 18410 1 Yes 19
## 10 15332 1 No 14
## 11 22539 7 No 13
## 12 10494 1 No 15
## 13 18869 3 No 21
## 14 17434 1 No 18
## 15 22957 6 No 12
## 16 24406 1 No 13
## 17 13554 1 No 12
## 18 16044 2 No 14
## 19 5586 0 Yes 14
## 20 9364 2 No 15
## 21 13934 2 Yes 11
## 22 18597 3 No 12
## 23 19627 3 Yes 13
## 24 21602 7 No 13
## 25 12291 0 No 14
## 26 8751 7 No 11
## 27 12355 0 No 11
## 28 18385 0 Yes 17
## 29 5843 6 Yes 13
## 30 26589 0 No 18
## 31 22812 0 No 17
## 32 13637 1 No 18
## 33 14977 3 Yes 12
## 34 16340 6 No 12
## 35 10138 8 No 24
## 36 26062 1 No 20
## 37 21530 9 No 17
## 38 8658 5 Yes 13
## 39 4022 6 No 14
## 40 21981 0 No 12
## 41 22577 4 No 22
## 42 12388 0 No 13
## 43 24941 4 Yes 16
## 44 26362 8 No 22
## 45 16901 1 No 22
## 46 16458 1 No 13
## 47 12147 6 No 15
## 48 5569 0 Yes 14
## 49 8059 1 Yes 14
## 50 5970 6 No 18
## 51 14561 3 No 17
## 52 22456 3 Yes 21
## 53 19982 1 No 13
## 54 23163 1 No 12
## 55 20682 1 No 23
## 56 20520 1 No 20
## 57 20366 6 Yes 12
## 58 16213 1 Yes 18
## 59 11677 2 Yes 18
## 60 8040 1 Yes 14
## 61 5518 1 Yes 11
## 62 5747 3 No 12
## 63 6393 0 No 19
## 64 8018 1 No 16
## 65 3372 1 No 13
## 66 15053 0 Yes 12
## 67 19368 1 No 13
## 68 13672 1 No 13
## 69 5868 4 No 13
## 70 15881 1 No 12
## 71 21412 3 No 22
## 72 23490 0 No 18
## 73 15497 3 Yes 13
## 74 9051 3 Yes 11
## 75 21534 9 Yes 19
## 76 10781 1 No 23
## 77 12288 1 Yes 14
## 78 3156 1 No 15
## 79 16840 6 No 12
## 80 17536 1 Yes 11
## 81 14382 5 No 15
## 82 5151 2 No 16
## 83 14284 2 No 11
## 84 17001 4 Yes 13
## 85 2323 9 Yes 11
## 86 21829 3 Yes 13
## 87 11825 2 No 12
## 88 10074 1 Yes 24
## 89 2975 1 No 15
## 90 22822 3 No 12
## 91 12106 1 Yes 23
## 92 11162 1 No 13
## 93 2396 6 Yes 15
## 94 4223 3 Yes 16
## 95 17053 3 No 15
## 96 24532 1 No 25
## 97 11380 8 No 12
## 98 15850 5 No 14
## 99 4668 0 No 13
## 100 3708 5 No 17
## 101 7679 0 No 14
## 102 8386 1 No 18
## 103 12740 9 No 15
## 104 8544 2 No 16
## 105 19764 4 No 12
## 106 13421 1 No 22
## 107 26283 1 No 13
## 108 25811 4 Yes 18
## 109 10842 4 No 22
## 110 11288 1 No 14
## 111 22088 1 Yes 14
## 112 13829 2 No 15
## 113 15322 7 No 19
## 114 4761 2 No 11
## 115 21026 3 Yes 15
## 116 4814 1 Yes 13
## 117 20623 0 No 14
## 118 23679 4 Yes 13
## 119 4609 4 No 12
## 120 6163 1 No 11
## 121 20335 9 No 14
## 122 25479 1 Yes 11
## 123 19239 4 Yes 12
## 124 7791 0 No 20
## 125 20260 1 No 18
## 126 13586 1 Yes 11
## 127 4681 1 Yes 22
## 128 23888 0 No 13
## 129 20003 1 Yes 14
## 130 7739 2 No 12
## 131 3356 1 Yes 13
## 132 8191 3 No 12
## 133 4386 0 No 11
## 134 7693 4 No 21
## 135 6227 1 No 11
## 136 9931 1 No 24
## 137 6689 1 Yes 11
## 138 13943 8 No 11
## 139 4303 7 Yes 21
## 140 14506 2 No 12
## 141 18235 4 Yes 12
## 142 26076 1 No 12
## 143 24208 6 No 13
## 144 22825 4 No 14
## 145 13888 5 No 20
## 146 16928 1 No 14
## 147 4673 1 No 13
## 148 10589 2 No 13
## 149 6409 8 No 22
## 150 20460 0 No 21
## 151 11512 2 No 17
## 152 21703 1 No 12
## 153 16985 1 No 14
## 154 15530 3 No 12
## 155 6896 1 No 14
## 156 6069 7 Yes 12
## 157 4258 3 No 14
## 158 13547 7 No 11
## 159 11535 8 No 11
## 160 23281 3 Yes 17
## 161 15998 1 Yes 12
## 162 12355 1 No 12
## 163 20431 0 No 12
## 164 23016 3 Yes 13
## 165 5100 0 No 15
## 166 22052 1 No 13
## 167 3498 3 No 16
## 168 22578 4 No 19
## 169 22087 3 Yes 12
## 170 26968 4 No 22
## 171 25275 7 No 23
## 172 2125 8 No 18
## 173 8984 5 No 11
## 174 21708 0 Yes 14
## 175 13938 6 No 13
## 176 25326 1 Yes 11
## 177 21199 5 Yes 13
## 178 15346 6 Yes 14
## 179 15589 1 No 14
## 180 12930 4 No 22
## 181 19588 2 No 18
## 182 19461 3 No 15
## 183 16090 4 No 12
## 184 9150 4 No 18
## 185 17872 1 No 11
## 186 2613 1 No 23
## 187 4973 1 No 17
## 188 21086 6 No 14
## 189 15815 3 No 14
## 190 8863 1 No 15
## 191 11934 1 No 13
## 192 8277 2 No 14
## 193 26314 2 No 14
## 194 19658 2 No 14
## 195 4050 0 No 12
## 196 23231 1 No 11
## 197 18725 3 No 23
## 198 11879 6 No 17
## 199 2094 3 No 14
## 200 9100 1 No 21
## 201 17071 4 Yes 16
## 202 7346 1 No 17
## 203 19124 1 No 12
## 204 3872 7 Yes 13
## 205 20990 2 No 11
## 206 7508 1 Yes 13
## 207 9489 8 No 13
## 208 11354 7 Yes 19
## 209 10415 5 No 14
## 210 21196 3 Yes 13
## 211 5640 0 No 23
## 212 7770 6 No 13
## 213 15232 3 No 17
## 214 4051 9 Yes 13
## 215 15174 0 No 13
## 216 8045 2 No 14
## 217 22174 3 No 19
## 218 2437 3 No 11
## 219 23910 1 No 14
## 220 9973 1 Yes 20
## 221 18686 1 No 22
## 222 5630 2 No 14
## 223 16130 1 Yes 25
## 224 12530 1 No 14
## 225 14293 2 No 19
## 226 4077 1 No 13
## 227 10910 1 No 12
## 228 12392 1 Yes 16
## 229 17519 0 No 21
## 230 11652 2 Yes 19
## 231 5388 1 No 19
## 232 9687 1 No 13
## 233 24164 7 No 11
## 234 17011 2 No 14
## 235 19494 1 Yes 12
## 236 14922 5 No 11
## 237 17312 5 No 11
## 238 18089 1 Yes 12
## 239 19655 4 No 14
## 240 21981 5 No 15
## 241 6950 1 Yes 21
## 242 13035 3 No 22
## 243 4956 0 No 23
## 244 15182 3 No 12
## 245 17689 1 Yes 15
## 246 6054 6 No 14
## 247 25713 1 Yes 14
## 248 18024 0 No 14
## 249 13953 3 Yes 14
## 250 5626 7 No 16
## 251 20439 1 No 12
## 252 25952 4 No 13
## 253 6153 1 No 14
## 254 21495 0 No 17
## 255 25178 2 No 11
## 256 24978 4 No 13
## 257 3909 1 No 11
## 258 12761 7 No 14
## 259 24444 2 Yes 13
## 260 7298 6 Yes 19
## 261 11882 7 No 14
## 262 7568 6 No 13
## 263 22149 5 Yes 13
## 264 18203 1 No 15
## 265 13257 0 No 12
## 266 16479 0 No 13
## 267 11929 7 No 14
## 268 24852 1 No 12
## 269 18079 1 No 20
## 270 9096 0 No 15
## 271 19665 4 No 22
## 272 19332 1 No 12
## 273 7018 1 No 21
## 274 13494 4 No 13
## 275 13339 8 No 11
## 276 18575 4 No 13
## 277 24440 1 No 13
## 278 10675 0 No 19
## 279 26959 1 Yes 11
## 280 16143 0 Yes 16
## 281 6069 1 Yes 17
## 282 3119 2 Yes 13
## 283 9060 4 No 17
## 284 7143 4 No 12
## 285 6004 1 No 13
## 286 22949 1 Yes 12
## 287 26092 1 Yes 23
## 288 8758 0 No 11
## 289 22952 0 No 14
## 290 20317 1 No 16
## 291 11005 3 No 14
## 292 6927 7 No 15
## 293 11781 1 No 16
## 294 17231 0 No 18
## 295 17381 1 Yes 21
## 296 20232 7 Yes 11
## 297 14074 1 No 17
## 298 22887 1 Yes 24
## 299 10322 0 Yes 22
## 300 24737 5 Yes 13
## 301 8891 1 No 14
## 302 11031 1 No 22
## 303 23737 5 No 12
## 304 18698 1 No 19
## 305 26227 4 No 24
## 306 10778 0 No 17
## 307 20165 4 No 18
## 308 22478 3 No 17
## 309 12992 3 Yes 14
## 310 15678 0 No 22
## 311 13008 9 No 17
## 312 20364 7 No 15
## 313 4156 1 No 12
## 314 13983 2 No 17
## 315 11924 8 No 14
## 316 8571 1 Yes 17
## 317 11314 6 No 18
## 318 14120 1 No 12
## 319 3567 3 Yes 12
## 320 21221 1 Yes 12
## 321 3974 6 No 20
## 322 7660 1 No 12
## 323 2373 9 No 12
## 324 21029 8 Yes 23
## 325 7060 1 No 16
## 326 17808 1 No 19
## 327 3549 0 Yes 14
## 328 11189 6 Yes 17
## 329 18115 1 Yes 16
## 330 16616 0 No 14
## 331 22384 4 No 14
## 332 25812 1 No 11
## 333 11092 1 Yes 12
## 334 6009 1 No 11
## 335 21922 9 No 21
## 336 3129 1 No 22
## 337 18500 1 No 11
## 338 22266 0 No 17
## 339 17251 3 Yes 14
## 340 19715 1 No 13
## 341 13072 9 Yes 14
## 342 14222 1 Yes 12
## 343 21214 4 No 15
## 344 22653 1 No 20
## 345 13192 8 No 19
## 346 25098 0 No 12
## 347 15834 2 No 11
## 348 26767 1 No 20
## 349 4279 2 No 13
## 350 20420 7 No 11
## 351 14842 9 No 13
## 352 12241 4 No 11
## 353 21203 3 Yes 13
## 354 8841 3 Yes 18
## 355 26458 0 Yes 13
## 356 15891 3 No 18
## 357 23300 1 No 19
## 358 18300 5 No 16
## 359 10877 1 Yes 22
## 360 20251 0 No 11
## 361 5678 0 No 14
## 362 10642 1 No 17
## 363 25846 1 No 15
## 364 5949 0 No 19
## 365 6992 4 No 14
## 366 18256 9 No 11
## 367 22534 4 No 13
## 368 19345 0 No 12
## 369 12826 2 No 16
## 370 10557 7 No 16
## 371 11275 1 No 12
## 372 2890 0 No 11
## 373 20308 1 No 18
## 374 9953 1 No 11
## 375 21082 1 No 11
## 376 24450 1 Yes 13
## 377 8269 1 No 16
## 378 2900 3 Yes 12
## 379 26933 0 Yes 18
## 380 11539 4 Yes 11
## 381 16375 4 No 11
## 382 8916 1 No 23
## 383 24795 4 No 11
## 384 9518 3 No 13
## 385 10332 9 Yes 12
## 386 16292 1 No 13
## 387 9096 1 No 14
## 388 22645 4 No 12
## 389 7439 3 No 15
## 390 9150 1 Yes 11
## 391 13305 5 No 17
## 392 21436 7 Yes 19
## 393 3995 1 Yes 13
## 394 2845 4 No 19
## 395 9068 5 Yes 14
## 396 7747 0 Yes 18
## 397 2288 6 No 13
## 398 3072 1 No 15
## 399 26236 1 No 21
## 400 19719 5 Yes 18
## 401 24793 2 No 20
## 402 16439 2 No 16
## 403 5411 4 No 12
## 404 22792 4 No 12
## 405 17852 1 No 11
## 406 2671 4 Yes 14
## 407 13402 1 No 14
## 408 6865 1 No 14
## 409 22021 2 No 16
## 410 5200 6 No 24
## 411 8635 0 No 21
## 412 15869 1 No 12
## 413 10227 4 No 21
## 414 26075 8 No 13
## 415 12253 0 No 16
## 416 24442 2 No 14
## 417 7181 0 No 14
## 418 7122 4 No 18
## 419 9961 1 No 13
## 420 21526 1 No 18
## 421 17736 1 No 15
## 422 23866 3 Yes 15
## 423 20739 4 Yes 18
## 424 19305 1 No 15
## 425 24232 1 No 11
## 426 5268 5 No 13
## 427 7152 1 No 13
## 428 10531 1 No 17
## 429 9571 0 Yes 14
## 430 23687 6 No 13
## 431 5242 1 Yes 11
## 432 8532 9 No 16
## 433 22710 3 No 20
## 434 10007 1 No 13
## 435 20652 2 No 12
## 436 3415 1 No 18
## 437 16374 6 No 17
## 438 20006 0 No 13
## 439 3810 1 Yes 14
## 440 19383 0 No 13
## 441 2338 4 Yes 14
## 442 25412 9 No 17
## 443 14935 2 No 11
## 444 4167 4 Yes 18
## 445 14218 7 Yes 17
## 446 10205 7 No 12
## 447 9867 7 No 15
## 448 5696 5 No 18
## 449 5456 1 No 11
## 450 24162 1 No 15
## 451 21653 0 Yes 13
## 452 21158 1 No 13
## 453 13492 1 Yes 18
## 454 10410 1 No 14
## 455 17997 7 No 11
## 456 4349 1 No 14
## 457 22589 1 No 11
## 458 8423 0 Yes 22
## 459 10494 2 No 22
## 460 22604 1 No 16
## 461 9260 4 No 17
## 462 10950 2 No 11
## 463 6645 4 No 11
## 464 6670 2 No 20
## 465 15587 9 Yes 16
## 466 4306 5 Yes 11
## 467 17001 3 Yes 21
## 468 22002 3 No 12
## 469 21813 8 No 18
## 470 26250 1 No 11
## 471 6073 1 No 11
## 472 14753 1 Yes 24
## 473 15067 4 Yes 14
## 474 9752 5 No 13
## 475 22482 1 No 16
## 476 20445 4 Yes 21
## 477 24558 4 No 19
## 478 4267 5 No 12
## 479 17363 9 No 13
## 480 15471 1 Yes 25
## 481 6225 0 No 12
## 482 14871 3 Yes 19
## 483 26496 1 Yes 15
## 484 13939 4 Yes 18
## 485 3465 1 No 12
## 486 19479 8 Yes 11
## 487 16019 1 No 13
## 488 15170 1 No 17
## 489 19294 9 Yes 13
## 490 7360 3 No 11
## 491 25594 9 Yes 11
## 492 22422 4 Yes 11
## 493 23413 9 No 11
## 494 21195 1 No 19
## 495 6060 1 Yes 13
## 496 5594 2 No 14
## 497 9655 3 No 21
## 498 11411 1 Yes 12
## 499 16577 6 No 13
## 500 3987 6 No 19
## 501 12023 7 Yes 14
## 502 12947 5 Yes 14
## 503 11740 2 Yes 11
## 504 10195 1 No 11
## 505 26703 3 No 19
## 506 15624 3 No 12
## 507 9150 1 Yes 13
## 508 15395 2 No 11
## 509 2539 4 No 17
## 510 16280 1 No 12
## 511 5982 1 No 11
## 512 3449 3 No 21
## 513 17360 6 No 13
## 514 15146 1 Yes 12
## 515 2851 1 No 24
## 516 16321 5 No 18
## 517 18798 1 Yes 18
## 518 8952 8 No 22
## 519 23631 0 No 12
## 520 10261 1 No 16
## 521 8306 1 No 16
## 522 7324 1 Yes 17
## 523 18787 2 No 17
## 524 2125 1 Yes 17
## 525 8456 3 No 17
## 526 23537 2 No 12
## 527 6319 4 Yes 11
## 528 17089 1 Yes 12
## 529 26278 1 No 18
## 530 4510 9 Yes 18
## 531 24608 0 No 18
## 532 21447 6 No 13
## 533 23779 1 No 24
## 534 16542 5 No 18
## 535 4759 1 Yes 11
## 536 5228 4 No 14
## 537 20619 7 No 16
## 538 24017 0 Yes 11
## 539 21972 1 Yes 16
## 540 2253 7 No 13
## 541 11309 1 No 13
## 542 6076 6 No 19
## 543 25326 1 Yes 15
## 544 7259 9 No 14
## 545 7530 1 No 11
## 546 20338 1 No 12
## 547 22477 4 No 11
## 548 11983 6 No 14
## 549 26707 3 No 17
## 550 8318 1 No 16
## 551 19562 1 No 12
## 552 23965 1 No 13
## 553 4223 1 No 21
## 554 5543 4 No 17
## 555 14242 9 No 14
## 556 3010 4 Yes 11
## 557 23428 7 No 11
## 558 22794 1 Yes 13
## 559 11806 1 No 13
## 560 20156 1 No 17
## 561 15062 4 No 12
## 562 21624 2 Yes 14
## 563 12086 9 No 14
## 564 26862 4 No 20
## 565 24375 3 No 21
## 566 13422 6 Yes 12
## 567 19737 4 No 13
## 568 5323 1 No 11
## 569 7824 7 No 17
## 570 4161 3 Yes 18
## 571 26841 5 No 21
## 572 8870 1 No 19
## 573 19255 1 Yes 12
## 574 22128 1 No 21
## 575 7428 1 No 20
## 576 2689 1 No 18
## 577 11473 4 No 14
## 578 7973 3 No 14
## 579 3140 0 No 13
## 580 4204 1 Yes 11
## 581 9075 3 No 11
## 582 15901 2 No 14
## 583 24539 3 Yes 16
## 584 3698 1 Yes 20
## 585 19121 2 Yes 13
## 586 16523 8 Yes 15
## 587 15717 7 Yes 12
## 588 6986 7 No 23
## 589 19106 4 No 18
## 590 16002 3 Yes 15
## 591 10293 1 Yes 14
## 592 7815 0 Yes 23
## 593 15747 3 No 15
## 594 22102 1 No 14
## 595 25800 1 No 13
## 596 21816 1 No 22
## 597 9129 3 No 16
## 598 13436 6 No 22
## 599 5174 1 Yes 20
## 600 3020 2 Yes 16
## 601 7103 1 No 13
## 602 25174 4 No 14
## 603 17802 0 Yes 12
## 604 26342 1 No 13
## 605 14630 1 No 13
## 606 13514 3 No 19
## 607 24668 7 No 11
## 608 19191 1 Yes 24
## 609 23577 0 No 12
## 610 21437 0 No 19
## 611 10846 0 No 12
## 612 2112 2 Yes 17
## 613 21509 7 No 20
## 614 9947 1 Yes 13
## 615 9977 5 No 11
## 616 11912 1 No 14
## 617 8192 8 No 11
## 618 4009 5 Yes 21
## 619 21457 4 No 15
## 620 16900 1 No 18
## 621 19783 1 Yes 18
## 622 6759 1 Yes 19
## 623 13551 2 No 16
## 624 16642 1 Yes 16
## 625 5355 7 No 11
## 626 3208 1 No 11
## 627 15211 1 Yes 12
## 628 15682 0 Yes 14
## 629 15813 3 No 18
## 630 17654 1 No 14
## 631 7975 8 No 20
## 632 6770 1 No 21
## 633 4981 8 Yes 12
## 634 2561 5 No 22
## 635 9262 8 No 16
## 636 26537 1 No 13
## 637 14399 0 No 17
## 638 22914 1 No 18
## 639 21630 1 Yes 11
## 640 16346 0 No 11
## 641 13335 1 No 22
## 642 10748 2 No 12
## 643 17323 7 No 15
## 644 14460 1 Yes 23
## 645 20293 6 No 17
## 646 8552 7 No 11
## 647 13556 1 No 12
## 648 6217 1 No 15
## 649 23016 0 No 14
## 650 3339 3 Yes 14
## 651 21731 1 No 19
## 652 10893 0 Yes 18
## 653 13782 9 No 17
## 654 23978 3 No 21
## 655 9129 5 No 16
## 656 22722 1 Yes 13
## 657 15736 5 No 16
## 658 24456 3 No 20
## 659 10110 6 Yes 15
## 660 22656 1 No 13
## 661 21146 1 No 15
## 662 8416 3 No 12
## 663 5596 4 Yes 12
## 664 9541 1 No 20
## 665 10034 0 No 20
## 666 23060 8 Yes 12
## 667 6599 1 No 14
## 668 6705 7 No 13
## 669 22845 1 No 18
## 670 23474 3 No 14
## 671 25258 4 No 13
## 672 3921 1 No 14
## 673 11827 0 No 14
## 674 16612 1 Yes 19
## 675 22490 7 No 17
## 676 9946 2 No 14
## 677 23361 0 No 15
## 678 26849 1 No 11
## 679 9192 7 No 13
## 680 11737 3 No 15
## 681 18154 1 No 12
## 682 15238 7 No 20
## 683 7419 6 No 14
## 684 23402 3 Yes 16
## 685 6672 1 No 11
## 686 14394 1 No 25
## 687 22930 0 Yes 12
## 688 13248 6 No 21
## 689 9241 1 No 22
## 690 7129 5 No 13
## 691 14814 3 No 11
## 692 10268 1 Yes 12
## 693 17078 3 No 23
## 694 3427 9 Yes 23
## 695 7677 1 No 14
## 696 13137 1 Yes 18
## 697 5602 2 No 25
## 698 9945 8 No 16
## 699 18420 1 Yes 12
## 700 10849 5 No 11
## 701 15434 1 No 11
## 702 5829 1 No 20
## 703 13755 4 Yes 11
## 704 6889 0 Yes 11
## 705 25657 8 No 17
## 706 13430 7 No 14
## 707 15696 4 No 15
## 708 24609 9 No 18
## 709 16376 1 No 11
## 710 4544 1 No 11
## 711 25927 1 Yes 23
## 712 22102 3 No 12
## 713 16620 5 No 11
## 714 7246 4 No 11
## 715 14229 1 No 15
## 716 11585 1 No 11
## 717 2706 1 No 18
## 718 7909 3 No 13
## 719 10414 3 Yes 24
## 720 8039 0 No 17
## 721 9606 1 No 15
## 722 26493 3 No 17
## 723 20284 5 No 14
## 724 15669 0 No 11
## 725 13624 4 No 13
## 726 7505 0 No 12
## 727 21222 5 No 15
## 728 5972 1 Yes 17
## 729 23213 1 Yes 18
## 730 19299 0 No 14
## 731 23814 4 No 21
## 732 17778 4 Yes 18
## 733 19555 1 No 12
## 734 23914 8 No 12
## 735 22061 1 No 13
## 736 26997 0 No 14
## 737 8828 0 No 11
## 738 16490 5 No 17
## 739 6179 1 No 16
## 740 14004 4 No 14
## 741 24835 2 No 18
## 742 25291 9 No 21
## 743 3031 1 No 17
## 744 12862 1 No 13
## 745 13684 0 Yes 22
## 746 10036 0 No 14
## 747 3157 4 Yes 15
## 748 25755 0 No 20
## 749 3622 1 No 13
## 750 10515 0 No 14
## 751 17205 1 Yes 14
## 752 8319 1 Yes 11
## 753 20689 2 Yes 15
## 754 14011 5 No 21
## 755 24001 9 No 12
## 756 2104 2 No 14
## 757 19170 1 Yes 25
## 758 21534 2 No 14
## 759 26176 7 No 19
## 760 2493 2 Yes 16
## 761 11479 6 Yes 20
## 762 12982 1 Yes 11
## 763 22074 1 No 13
## 764 24920 0 No 12
## 765 2243 0 No 19
## 766 23447 1 Yes 14
## 767 18863 1 No 13
## 768 11373 3 No 15
## 769 17433 2 No 11
## 770 17970 1 No 13
## 771 4317 3 No 14
## 772 2137 1 No 25
## 773 6420 0 No 25
## 774 21777 0 Yes 17
## 775 18611 2 Yes 14
## 776 19630 1 No 18
## 777 15428 0 No 21
## 778 14947 1 No 12
## 779 11925 1 No 20
## 780 26124 9 Yes 14
## 781 21728 1 Yes 22
## 782 20978 1 No 11
## 783 22650 3 Yes 11
## 784 4905 1 No 12
## 785 3536 7 No 11
## 786 8847 3 No 11
## 787 22984 2 No 11
## 788 17747 2 No 15
## 789 19805 8 No 12
## 790 18830 1 No 18
## 791 23070 4 No 25
## 792 5711 2 No 15
## 793 14199 3 Yes 19
## 794 8202 1 No 13
## 795 23793 1 Yes 15
## 796 3164 1 Yes 11
## 797 7501 0 Yes 14
## 798 15999 1 Yes 17
## 799 6148 1 Yes 25
## 800 26308 6 No 20
## 801 3193 2 No 19
## 802 8346 4 Yes 13
## 803 5355 1 Yes 14
## 804 10333 0 Yes 22
## 805 25043 4 No 12
## 806 25949 7 Yes 13
## 807 12477 2 No 11
## 808 11992 1 No 24
## 809 3811 1 No 12
## 810 13364 0 Yes 16
## 811 11012 1 No 11
## 812 4910 4 No 11
## 813 5915 1 Yes 12
## 814 5220 3 No 11
## 815 12102 0 No 19
## 816 6311 0 No 13
## 817 20234 5 Yes 24
## 818 25995 0 No 11
## 819 11162 0 No 13
## 820 23352 3 Yes 11
## 821 18783 3 No 17
## 822 10732 2 No 14
## 823 8978 1 No 21
## 824 6233 1 No 12
## 825 12421 9 Yes 12
## 826 21445 9 No 17
## 827 19002 2 No 13
## 828 6039 0 Yes 12
## 829 15963 4 No 14
## 830 7999 1 No 11
## 831 14039 1 Yes 15
## 832 26820 1 Yes 19
## 833 12449 1 No 12
## 834 7172 1 No 25
## 835 25592 1 Yes 15
## 836 24666 1 No 13
## 837 5182 7 Yes 15
## 838 19921 1 No 12
## 839 19271 8 Yes 12
## 840 13583 4 No 12
## 841 25233 1 No 13
## 842 9769 1 No 13
## 843 19028 3 No 22
## 844 5494 0 No 11
## 845 25353 5 No 12
## 846 13535 1 No 12
## 847 16102 1 No 14
## 848 10942 0 No 17
## 849 6110 2 Yes 12
## 850 7102 0 No 18
## 851 24788 3 Yes 11
## 852 16117 1 No 13
## 853 12682 0 Yes 12
## 854 4824 0 No 19
## 855 25388 0 Yes 11
## 856 16192 1 No 13
## 857 8556 5 Yes 11
## 858 14034 1 No 24
## 859 6961 2 No 21
## 860 14075 1 No 11
## 861 4257 0 No 14
## 862 20364 3 No 14
## 863 4652 8 Yes 13
## 864 10225 9 Yes 12
## 865 14720 4 Yes 18
## 866 18706 1 No 11
## 867 12069 0 No 18
## 868 24200 3 Yes 17
## 869 20100 4 Yes 19
## 870 15986 5 No 11
## 871 19246 1 No 20
## 872 17241 3 No 18
## 873 9277 6 Yes 17
## 874 9238 1 No 22
## 875 16290 1 No 11
## 876 3335 3 No 14
## 877 15480 0 No 13
## 878 25308 1 No 20
## 879 22310 1 No 25
## 880 24439 3 No 16
## 881 15986 4 No 11
## 882 6762 3 No 22
## 883 3487 1 No 14
## 884 24008 0 No 19
## 885 3687 2 No 19
## 886 10022 0 Yes 19
## 887 21143 8 No 17
## 888 4187 3 No 14
## 889 9528 3 No 22
## 890 7108 1 No 17
## 891 22455 1 No 13
## 892 17799 3 No 12
## 893 13596 1 No 16
## 894 16673 1 Yes 20
## 895 20948 3 No 14
## 896 19989 3 No 14
## 897 10092 2 Yes 20
## 898 26582 0 Yes 13
## 899 23553 1 No 12
## 900 11868 4 No 13
## 901 16632 9 No 12
## 902 9282 7 No 12
## 903 13693 8 No 14
## 904 4060 8 No 19
## 905 5404 3 No 13
## 906 13401 0 No 17
## 907 3142 2 Yes 13
## 908 23177 7 No 16
## 909 11179 1 Yes 13
## 910 15178 1 No 13
## 911 18625 3 No 14
## 912 5224 0 Yes 11
## 913 25605 4 No 17
## 914 5615 2 No 12
## 915 23371 6 No 14
## 916 24812 0 No 14
## 917 12719 1 No 25
## 918 9125 1 No 13
## 919 23384 1 No 22
## 920 9964 4 Yes 20
## 921 18398 0 No 14
## 922 4892 1 No 19
## 923 7858 7 No 14
## 924 12858 7 No 16
## 925 18685 3 No 25
## 926 22495 3 Yes 13
## 927 11693 1 No 15
## 928 3376 3 No 12
## 929 7324 1 Yes 13
## 930 11864 0 No 13
## 931 12313 1 Yes 14
## 932 19373 3 No 15
## 933 19566 1 No 16
## 934 13384 9 Yes 14
## 935 13008 1 No 19
## 936 16998 2 Yes 11
## 937 12368 7 No 16
## 938 25150 2 No 15
## 939 5340 7 No 13
## 940 3692 1 No 19
## 941 21831 3 No 14
## 942 4658 2 No 11
## 943 2354 7 No 11
## 944 4658 0 No 18
## 945 9724 1 No 12
## 946 24483 1 No 19
## 947 4567 1 No 13
## 948 3032 1 No 22
## 949 22808 0 Yes 11
## 950 10339 4 Yes 12
## 951 6161 3 No 22
## 952 22217 1 No 14
## 953 13848 3 No 15
## 954 19826 0 Yes 14
## 955 8770 9 No 15
## 956 6595 4 No 21
## 957 21698 4 No 11
## 958 11135 9 No 12
## 959 11591 3 Yes 16
## 960 25761 7 Yes 12
## 961 22673 1 No 19
## 962 24447 1 No 17
## 963 4284 2 No 15
## 964 18767 9 No 15
## 965 26897 1 No 11
## 966 16701 5 Yes 12
## 967 8489 1 No 14
## 968 3809 1 No 13
## 969 9490 2 No 22
## 970 14180 2 Yes 13
## 971 5099 1 No 14
## 972 17369 0 Yes 11
## 973 6842 0 Yes 11
## 974 11757 1 No 13
## 975 24117 1 No 15
## 976 14961 1 Yes 13
## 977 13119 2 No 13
## 978 22154 0 No 13
## 979 23457 1 Yes 20
## 980 12124 2 No 13
## 981 26204 0 No 23
## 982 11563 2 Yes 19
## 983 3300 7 No 15
## 984 21378 0 No 18
## 985 14369 4 No 13
## 986 15318 3 Yes 14
## 987 4223 0 Yes 11
## 988 23343 4 No 12
## 989 5083 1 Yes 13
## 990 7551 0 Yes 16
## 991 7790 8 No 11
## 992 17616 1 No 16
## 993 13982 0 Yes 19
## 994 25440 5 No 12
## 995 19899 1 Yes 13
## 996 12482 1 No 14
## 997 12127 0 No 17
## 998 5652 6 No 19
## 999 6812 6 No 13
## 1000 18016 1 Yes 24
## 1001 10425 8 Yes 22
## 1002 25751 3 No 19
## 1003 25518 0 No 13
## 1004 7389 5 No 13
## 1005 16530 8 No 12
## 1006 16495 3 Yes 12
## 1007 13251 1 No 19
## 1008 18899 9 No 14
## 1009 18640 3 No 18
## 1010 16047 2 Yes 20
## 1011 22573 6 No 11
## 1012 15000 6 No 15
## 1013 24624 1 Yes 11
## 1014 6208 4 No 17
## 1015 22967 5 No 15
## 1016 5855 5 No 12
## 1017 8007 0 Yes 11
## 1018 11439 1 No 13
## 1019 8053 2 No 12
## 1020 13493 1 No 15
## 1021 16177 0 No 19
## 1022 15276 4 No 15
## 1023 5141 8 No 14
## 1024 3395 3 No 23
## 1025 12888 4 No 13
## 1026 15302 2 No 13
## 1027 17822 3 No 12
## 1028 12090 1 Yes 11
## 1029 24785 9 No 14
## 1030 2326 9 No 14
## 1031 20497 0 Yes 13
## 1032 5033 0 No 13
## 1033 8842 1 Yes 16
## 1034 14908 1 Yes 13
## 1035 23099 3 No 11
## 1036 26999 1 Yes 11
## 1037 22807 1 No 23
## 1038 6729 2 No 15
## 1039 7914 7 No 21
## 1040 25549 4 No 12
## 1041 11652 0 No 11
## 1042 3339 3 Yes 11
## 1043 12695 0 No 19
## 1044 2823 1 Yes 14
## 1045 2122 1 No 14
## 1046 7160 1 No 15
## 1047 7653 4 No 11
## 1048 23364 6 No 11
## 1049 25681 1 Yes 13
## 1050 22098 6 Yes 14
## 1051 14618 0 No 16
## 1052 7703 1 No 13
## 1053 2227 4 Yes 14
## 1054 9834 5 No 18
## 1055 6297 2 No 13
## 1056 9396 5 No 13
## 1057 9679 5 No 19
## 1058 7744 5 Yes 22
## 1059 12832 2 No 13
## 1060 19911 0 No 17
## 1061 2721 0 No 24
## 1062 17000 1 No 13
## 1063 5335 3 No 23
## 1064 25103 1 Yes 21
## 1065 17056 2 Yes 13
## 1066 4344 1 No 14
## 1067 12549 2 No 14
## 1068 3854 5 No 11
## 1069 17456 0 No 14
## 1070 9983 7 No 15
## 1071 6527 8 No 14
## 1072 4156 1 No 12
## 1073 5050 1 No 17
## 1074 9128 3 No 16
## 1075 20328 4 No 16
## 1076 24097 8 No 23
## 1077 10735 4 No 11
## 1078 18624 1 No 11
## 1079 26285 4 No 12
## 1080 12932 2 No 11
## 1081 2725 2 No 14
## 1082 8952 1 No 12
## 1083 26956 1 No 19
## 1084 18659 9 No 11
## 1085 8787 0 No 21
## 1086 23772 5 Yes 21
## 1087 20943 1 No 19
## 1088 20471 6 Yes 13
## 1089 10077 0 Yes 12
## 1090 7100 1 Yes 11
## 1091 11866 1 Yes 14
## 1092 10436 1 No 24
## 1093 10056 1 Yes 14
## 1094 11591 7 No 12
## 1095 18384 1 No 12
## 1096 15701 6 No 12
## 1097 18697 2 No 14
## 1098 9732 6 No 11
## 1099 3956 1 No 13
## 1100 4992 1 No 15
## 1101 6499 1 No 14
## 1102 22553 7 No 12
## 1103 19682 3 No 18
## 1104 20715 7 Yes 18
## 1105 23293 2 No 18
## 1106 17940 0 No 14
## 1107 14377 1 Yes 14
## 1108 26894 4 No 11
## 1109 12916 1 No 14
## 1110 15975 0 No 16
## 1111 12250 1 No 12
## 1112 11038 3 Yes 14
## 1113 24619 7 Yes 12
## 1114 23452 3 Yes 14
## 1115 13084 2 No 23
## 1116 23844 0 No 19
## 1117 21123 2 Yes 12
## 1118 16392 0 No 11
## 1119 9255 2 Yes 13
## 1120 2912 1 Yes 18
## 1121 16586 4 Yes 13
## 1122 16154 2 No 22
## 1123 5771 1 No 21
## 1124 20462 9 No 23
## 1125 21643 0 No 17
## 1126 20989 0 No 21
## 1127 14168 1 Yes 16
## 1128 21821 8 No 20
## 1129 15896 1 No 19
## 1130 6881 1 No 15
## 1131 13523 9 No 12
## 1132 17334 6 Yes 13
## 1133 5718 1 No 13
## 1134 23826 1 No 22
## 1135 10224 7 No 22
## 1136 11141 1 No 16
## 1137 17663 6 No 20
## 1138 4297 0 No 17
## 1139 9647 0 No 12
## 1140 3525 1 No 24
## 1141 14408 0 No 21
## 1142 21173 0 No 11
## 1143 22245 7 No 14
## 1144 24252 1 No 14
## 1145 10503 4 Yes 11
## 1146 23333 8 No 15
## 1147 10228 2 No 12
## 1148 16031 8 No 12
## 1149 5598 1 No 15
## 1150 15830 1 No 19
## 1151 15748 1 No 11
## 1152 20392 3 No 20
## 1153 16885 3 No 12
## 1154 22955 1 Yes 11
## 1155 5549 1 No 14
## 1156 7192 3 No 18
## 1157 23522 6 Yes 19
## 1158 19573 4 Yes 22
## 1159 7950 1 No 13
## 1160 2819 6 No 20
## 1161 10826 1 Yes 11
## 1162 15397 4 Yes 14
## 1163 7003 1 No 13
## 1164 23848 4 No 17
## 1165 20898 1 Yes 14
## 1166 7331 1 No 20
## 1167 26542 4 No 20
## 1168 19558 0 No 11
## 1169 5013 0 No 12
## 1170 22977 1 Yes 12
## PerformanceRating RelationshipSatisfaction StockOptionLevel
## 1 3 3 1
## 2 3 1 0
## 3 3 3 0
## 4 3 3 2
## 5 3 3 0
## 6 4 3 2
## 7 3 1 0
## 8 3 3 3
## 9 3 4 1
## 10 3 2 1
## 11 3 4 0
## 12 3 2 1
## 13 4 2 0
## 14 3 1 1
## 15 3 3 0
## 16 3 4 1
## 17 3 3 1
## 18 3 3 0
## 19 3 1 3
## 20 3 4 1
## 21 3 3 1
## 22 3 4 0
## 23 3 2 1
## 24 3 4 0
## 25 3 1 0
## 26 3 3 1
## 27 3 4 1
## 28 3 1 0
## 29 3 2 0
## 30 3 1 1
## 31 3 4 3
## 32 3 4 3
## 33 3 2 1
## 34 3 2 1
## 35 4 2 0
## 36 4 3 0
## 37 3 3 0
## 38 3 2 3
## 39 3 1 0
## 40 3 1 1
## 41 4 4 1
## 42 3 1 0
## 43 3 2 1
## 44 4 4 0
## 45 4 4 1
## 46 3 3 0
## 47 3 2 0
## 48 3 2 2
## 49 3 4 0
## 50 3 4 1
## 51 3 4 0
## 52 4 3 1
## 53 3 4 1
## 54 3 2 0
## 55 4 4 0
## 56 4 2 2
## 57 3 4 0
## 58 3 4 0
## 59 3 1 2
## 60 3 4 0
## 61 3 1 1
## 62 3 1 0
## 63 3 3 1
## 64 3 3 0
## 65 3 1 1
## 66 3 4 2
## 67 3 2 0
## 68 3 3 0
## 69 3 4 1
## 70 3 2 0
## 71 4 1 1
## 72 3 4 0
## 73 3 1 0
## 74 3 1 1
## 75 3 3 0
## 76 4 4 0
## 77 3 4 0
## 78 3 2 0
## 79 3 4 0
## 80 3 3 3
## 81 3 1 0
## 82 3 2 1
## 83 3 4 1
## 84 3 1 2
## 85 3 4 0
## 86 3 1 0
## 87 3 4 0
## 88 4 4 1
## 89 3 4 0
## 90 3 4 0
## 91 4 3 1
## 92 3 1 1
## 93 3 2 0
## 94 3 3 0
## 95 3 2 0
## 96 4 3 0
## 97 3 4 1
## 98 3 4 1
## 99 3 3 3
## 100 3 1 1
## 101 3 2 0
## 102 3 1 1
## 103 3 1 1
## 104 3 1 1
## 105 3 2 0
## 106 4 2 1
## 107 3 1 1
## 108 3 1 1
## 109 4 4 1
## 110 3 4 0
## 111 3 4 1
## 112 3 2 1
## 113 3 4 0
## 114 3 1 1
## 115 3 4 3
## 116 3 4 0
## 117 3 2 0
## 118 3 1 1
## 119 3 1 1
## 120 3 4 0
## 121 3 1 1
## 122 3 4 0
## 123 3 3 1
## 124 4 1 0
## 125 3 1 0
## 126 3 4 0
## 127 4 2 0
## 128 3 4 2
## 129 3 1 0
## 130 3 4 1
## 131 3 2 1
## 132 3 3 0
## 133 3 4 3
## 134 4 3 0
## 135 3 2 1
## 136 4 4 1
## 137 3 4 1
## 138 3 3 1
## 139 4 4 0
## 140 3 1 0
## 141 3 1 1
## 142 3 4 2
## 143 3 2 1
## 144 3 2 1
## 145 4 2 3
## 146 3 1 1
## 147 3 4 1
## 148 3 4 1
## 149 4 4 0
## 150 4 2 1
## 151 3 3 0
## 152 3 4 0
## 153 3 3 1
## 154 3 1 0
## 155 3 2 2
## 156 3 2 1
## 157 3 3 1
## 158 3 4 3
## 159 3 3 1
## 160 3 3 0
## 161 3 3 2
## 162 3 1 0
## 163 3 4 0
## 164 3 3 0
## 165 3 3 2
## 166 3 4 0
## 167 3 2 2
## 168 3 3 1
## 169 3 2 2
## 170 4 1 1
## 171 4 4 1
## 172 3 3 1
## 173 3 4 0
## 174 3 4 2
## 175 3 3 1
## 176 3 3 0
## 177 3 4 1
## 178 3 2 1
## 179 3 4 0
## 180 4 3 0
## 181 3 2 1
## 182 3 4 1
## 183 3 4 0
## 184 3 4 0
## 185 3 1 1
## 186 4 4 1
## 187 3 3 2
## 188 3 3 3
## 189 3 1 2
## 190 3 2 0
## 191 3 4 2
## 192 3 4 2
## 193 3 3 1
## 194 3 1 1
## 195 3 4 0
## 196 3 2 0
## 197 4 2 2
## 198 3 2 1
## 199 3 4 1
## 200 4 4 1
## 201 3 4 0
## 202 3 2 2
## 203 3 3 1
## 204 3 4 0
## 205 3 1 1
## 206 3 4 0
## 207 3 2 0
## 208 3 2 0
## 209 3 4 1
## 210 3 3 1
## 211 4 3 1
## 212 3 2 0
## 213 3 1 0
## 214 3 4 1
## 215 3 4 0
## 216 3 3 1
## 217 3 3 1
## 218 3 2 1
## 219 3 3 0
## 220 4 2 0
## 221 4 3 0
## 222 3 4 2
## 223 4 3 1
## 224 3 4 1
## 225 3 4 2
## 226 3 3 0
## 227 3 3 1
## 228 3 1 1
## 229 4 1 1
## 230 3 2 1
## 231 3 1 2
## 232 3 1 0
## 233 3 3 0
## 234 3 4 1
## 235 3 4 2
## 236 3 3 0
## 237 3 1 0
## 238 3 4 1
## 239 3 3 0
## 240 3 3 3
## 241 4 4 1
## 242 4 3 0
## 243 4 4 1
## 244 3 1 0
## 245 3 3 1
## 246 3 3 3
## 247 3 3 0
## 248 3 2 1
## 249 3 1 2
## 250 3 2 1
## 251 3 3 3
## 252 3 4 2
## 253 3 4 0
## 254 3 3 0
## 255 3 3 1
## 256 3 3 0
## 257 3 3 1
## 258 3 2 2
## 259 3 4 3
## 260 3 3 1
## 261 3 3 0
## 262 3 3 0
## 263 3 3 1
## 264 3 2 1
## 265 3 3 1
## 266 3 3 1
## 267 3 4 2
## 268 3 1 0
## 269 4 3 3
## 270 3 3 1
## 271 4 2 2
## 272 3 3 1
## 273 4 4 1
## 274 3 1 2
## 275 3 4 0
## 276 3 4 1
## 277 3 4 1
## 278 3 1 0
## 279 3 4 0
## 280 3 2 0
## 281 3 1 1
## 282 3 3 0
## 283 3 4 1
## 284 3 4 3
## 285 3 4 1
## 286 3 2 1
## 287 4 1 0
## 288 3 3 1
## 289 3 3 1
## 290 3 2 1
## 291 3 4 2
## 292 3 3 1
## 293 3 4 0
## 294 3 1 2
## 295 4 4 0
## 296 3 3 1
## 297 3 3 0
## 298 4 4 0
## 299 4 1 0
## 300 3 4 0
## 301 3 4 1
## 302 4 4 1
## 303 3 4 1
## 304 3 2 0
## 305 4 1 0
## 306 3 4 0
## 307 3 2 0
## 308 3 4 3
## 309 3 4 2
## 310 4 3 1
## 311 3 2 1
## 312 3 3 0
## 313 3 1 0
## 314 3 3 0
## 315 3 4 0
## 316 3 3 0
## 317 3 4 1
## 318 3 2 0
## 319 3 4 2
## 320 3 4 0
## 321 4 3 0
## 322 3 4 1
## 323 3 2 1
## 324 4 1 3
## 325 3 3 1
## 326 3 3 0
## 327 3 4 1
## 328 3 3 1
## 329 3 3 1
## 330 3 3 1
## 331 3 1 0
## 332 3 3 0
## 333 3 3 3
## 334 3 4 0
## 335 4 4 1
## 336 4 2 0
## 337 3 4 1
## 338 3 3 0
## 339 3 4 0
## 340 3 4 1
## 341 3 4 1
## 342 3 2 1
## 343 3 3 1
## 344 4 3 1
## 345 3 3 3
## 346 3 1 0
## 347 3 4 0
## 348 4 1 1
## 349 3 4 0
## 350 3 3 0
## 351 3 2 1
## 352 3 2 1
## 353 3 4 1
## 354 3 3 0
## 355 3 4 1
## 356 3 4 0
## 357 3 3 0
## 358 3 2 0
## 359 4 2 1
## 360 3 3 1
## 361 3 1 1
## 362 3 4 0
## 363 3 4 1
## 364 3 4 1
## 365 3 4 1
## 366 3 4 3
## 367 3 3 2
## 368 3 4 0
## 369 3 4 1
## 370 3 3 0
## 371 3 3 1
## 372 3 3 0
## 373 3 1 1
## 374 3 1 1
## 375 3 1 0
## 376 3 4 0
## 377 3 3 0
## 378 3 3 2
## 379 3 1 1
## 380 3 2 0
## 381 3 2 1
## 382 4 4 1
## 383 3 1 3
## 384 3 3 1
## 385 3 3 3
## 386 3 2 1
## 387 3 1 0
## 388 3 2 2
## 389 3 3 0
## 390 3 3 0
## 391 3 2 1
## 392 3 3 1
## 393 3 4 1
## 394 3 4 0
## 395 3 4 0
## 396 3 2 1
## 397 3 3 0
## 398 3 4 0
## 399 4 1 1
## 400 3 2 0
## 401 4 3 0
## 402 3 2 1
## 403 3 3 0
## 404 3 3 2
## 405 3 4 0
## 406 3 3 1
## 407 3 1 2
## 408 3 3 1
## 409 3 3 0
## 410 4 3 1
## 411 4 3 0
## 412 3 2 0
## 413 4 1 0
## 414 3 3 0
## 415 3 4 1
## 416 3 3 1
## 417 3 3 0
## 418 3 4 2
## 419 3 2 1
## 420 3 3 0
## 421 3 3 0
## 422 3 1 2
## 423 3 2 0
## 424 3 3 0
## 425 3 3 1
## 426 3 3 1
## 427 3 2 2
## 428 3 1 0
## 429 3 4 0
## 430 3 2 1
## 431 3 1 0
## 432 3 2 1
## 433 4 1 0
## 434 3 3 1
## 435 3 2 1
## 436 3 1 1
## 437 3 4 0
## 438 3 4 0
## 439 3 3 0
## 440 3 3 0
## 441 3 4 0
## 442 3 3 1
## 443 3 3 0
## 444 3 1 3
## 445 3 3 1
## 446 3 3 1
## 447 3 4 2
## 448 3 3 2
## 449 3 4 0
## 450 3 1 1
## 451 3 1 1
## 452 3 3 0
## 453 3 4 0
## 454 3 2 0
## 455 3 1 1
## 456 3 2 0
## 457 3 1 2
## 458 4 4 0
## 459 4 4 1
## 460 3 3 0
## 461 3 4 1
## 462 3 3 0
## 463 3 4 0
## 464 4 4 0
## 465 3 4 1
## 466 3 3 0
## 467 4 4 0
## 468 3 2 0
## 469 3 4 0
## 470 3 3 2
## 471 3 3 1
## 472 4 2 0
## 473 3 2 0
## 474 3 2 0
## 475 3 4 1
## 476 4 3 0
## 477 3 4 2
## 478 3 1 2
## 479 3 3 0
## 480 4 1 1
## 481 3 1 1
## 482 3 2 1
## 483 3 2 0
## 484 3 3 1
## 485 3 4 1
## 486 3 1 0
## 487 3 3 0
## 488 3 4 1
## 489 3 4 0
## 490 3 4 0
## 491 3 4 0
## 492 3 2 0
## 493 3 3 0
## 494 3 4 0
## 495 3 1 1
## 496 3 3 1
## 497 4 4 2
## 498 3 3 3
## 499 3 2 2
## 500 3 3 1
## 501 3 4 0
## 502 3 2 0
## 503 3 3 2
## 504 3 3 1
## 505 3 2 2
## 506 3 1 1
## 507 3 2 0
## 508 3 2 0
## 509 3 3 1
## 510 3 4 0
## 511 3 3 1
## 512 4 2 1
## 513 3 1 1
## 514 3 3 0
## 515 4 3 0
## 516 3 4 1
## 517 3 3 3
## 518 4 2 3
## 519 3 1 1
## 520 3 4 0
## 521 3 3 0
## 522 3 3 3
## 523 3 3 1
## 524 3 3 1
## 525 3 1 1
## 526 3 1 1
## 527 3 1 1
## 528 3 4 0
## 529 3 1 0
## 530 3 1 3
## 531 3 1 1
## 532 3 1 0
## 533 4 3 1
## 534 3 2 1
## 535 3 4 0
## 536 3 4 3
## 537 3 3 0
## 538 3 3 1
## 539 3 2 0
## 540 3 4 0
## 541 3 1 3
## 542 3 2 1
## 543 3 4 1
## 544 3 2 0
## 545 3 3 0
## 546 3 2 0
## 547 3 3 1
## 548 3 4 0
## 549 3 3 1
## 550 3 1 0
## 551 3 2 1
## 552 3 4 1
## 553 4 4 0
## 554 3 1 2
## 555 3 4 1
## 556 3 3 1
## 557 3 3 0
## 558 3 4 1
## 559 3 4 1
## 560 3 2 1
## 561 3 3 0
## 562 3 2 0
## 563 3 2 1
## 564 4 3 1
## 565 4 3 2
## 566 3 3 0
## 567 3 4 0
## 568 3 4 1
## 569 3 1 0
## 570 3 4 1
## 571 4 3 1
## 572 3 1 0
## 573 3 3 1
## 574 4 3 2
## 575 4 4 2
## 576 3 3 1
## 577 3 1 0
## 578 3 4 0
## 579 3 4 0
## 580 3 2 2
## 581 3 3 3
## 582 3 2 0
## 583 3 3 1
## 584 4 1 0
## 585 3 4 0
## 586 3 3 1
## 587 3 4 3
## 588 4 2 0
## 589 3 1 0
## 590 3 3 1
## 591 3 2 0
## 592 4 3 0
## 593 3 4 1
## 594 3 4 1
## 595 3 4 2
## 596 4 1 1
## 597 3 1 0
## 598 4 2 1
## 599 4 2 1
## 600 3 1 1
## 601 3 3 1
## 602 3 2 1
## 603 3 3 3
## 604 3 1 1
## 605 3 3 0
## 606 3 3 0
## 607 3 4 0
## 608 4 3 1
## 609 3 4 0
## 610 3 4 0
## 611 3 2 1
## 612 3 1 0
## 613 4 1 0
## 614 3 2 0
## 615 3 1 1
## 616 3 3 1
## 617 3 4 0
## 618 4 3 1
## 619 3 1 1
## 620 3 3 2
## 621 3 2 0
## 622 3 3 0
## 623 3 3 0
## 624 3 3 0
## 625 3 3 0
## 626 3 2 3
## 627 3 3 2
## 628 3 2 1
## 629 3 2 1
## 630 3 2 0
## 631 4 2 1
## 632 4 1 0
## 633 3 3 0
## 634 4 1 1
## 635 3 1 1
## 636 3 2 1
## 637 3 4 1
## 638 3 3 1
## 639 3 2 2
## 640 3 2 1
## 641 4 2 1
## 642 3 2 1
## 643 3 2 0
## 644 4 2 1
## 645 3 1 1
## 646 3 1 1
## 647 3 4 0
## 648 3 3 3
## 649 3 2 0
## 650 3 2 0
## 651 3 2 0
## 652 3 2 1
## 653 3 3 0
## 654 4 2 1
## 655 3 3 0
## 656 3 3 1
## 657 3 4 2
## 658 4 1 1
## 659 3 4 0
## 660 3 3 0
## 661 3 4 2
## 662 3 3 1
## 663 3 2 1
## 664 4 1 1
## 665 4 3 0
## 666 3 4 0
## 667 3 4 1
## 668 3 1 3
## 669 3 1 1
## 670 3 1 0
## 671 3 1 0
## 672 3 3 2
## 673 3 4 0
## 674 3 1 1
## 675 3 1 0
## 676 3 3 1
## 677 3 1 1
## 678 3 1 1
## 679 3 2 3
## 680 3 2 0
## 681 3 1 0
## 682 4 1 1
## 683 3 2 2
## 684 3 2 1
## 685 3 3 1
## 686 4 4 1
## 687 3 1 0
## 688 4 4 0
## 689 4 3 0
## 690 3 4 3
## 691 3 3 0
## 692 3 4 1
## 693 4 2 0
## 694 4 3 0
## 695 3 3 2
## 696 3 1 0
## 697 4 2 1
## 698 3 4 0
## 699 3 3 0
## 700 3 1 1
## 701 3 4 0
## 702 4 1 0
## 703 3 2 1
## 704 3 3 0
## 705 3 4 0
## 706 3 4 0
## 707 3 2 1
## 708 3 4 0
## 709 3 2 1
## 710 3 4 1
## 711 4 4 2
## 712 3 3 1
## 713 3 3 0
## 714 3 1 1
## 715 3 2 0
## 716 3 3 1
## 717 3 1 1
## 718 3 4 0
## 719 4 1 0
## 720 3 2 3
## 721 3 3 1
## 722 3 1 3
## 723 3 3 2
## 724 3 2 0
## 725 3 4 0
## 726 3 4 2
## 727 3 2 1
## 728 3 4 1
## 729 3 2 0
## 730 3 3 1
## 731 4 3 1
## 732 3 1 0
## 733 3 1 0
## 734 3 4 0
## 735 3 3 0
## 736 3 2 0
## 737 3 1 1
## 738 3 4 0
## 739 3 2 0
## 740 3 4 0
## 741 3 4 0
## 742 4 3 1
## 743 3 1 0
## 744 3 3 0
## 745 4 2 1
## 746 3 2 3
## 747 3 4 3
## 748 4 3 0
## 749 3 2 3
## 750 3 1 0
## 751 3 2 0
## 752 3 1 0
## 753 3 3 1
## 754 4 3 3
## 755 3 1 1
## 756 3 3 0
## 757 4 4 1
## 758 3 2 1
## 759 3 4 1
## 760 3 1 0
## 761 4 3 0
## 762 3 3 1
## 763 3 1 0
## 764 3 1 1
## 765 3 3 1
## 766 3 1 0
## 767 3 3 0
## 768 3 3 1
## 769 3 3 1
## 770 3 4 1
## 771 3 3 0
## 772 4 3 3
## 773 4 4 0
## 774 3 1 1
## 775 3 3 1
## 776 3 4 0
## 777 4 1 1
## 778 3 3 3
## 779 4 3 0
## 780 3 2 3
## 781 4 4 0
## 782 3 1 0
## 783 3 3 1
## 784 3 1 1
## 785 3 4 1
## 786 3 3 0
## 787 3 4 0
## 788 3 1 0
## 789 3 2 3
## 790 3 4 0
## 791 4 1 1
## 792 3 4 0
## 793 3 4 1
## 794 3 2 3
## 795 3 1 2
## 796 3 1 0
## 797 3 2 0
## 798 3 3 0
## 799 4 2 0
## 800 4 1 1
## 801 3 1 2
## 802 3 3 0
## 803 3 4 0
## 804 4 1 0
## 805 3 3 1
## 806 3 4 1
## 807 3 2 0
## 808 4 1 2
## 809 3 2 1
## 810 3 4 1
## 811 3 3 2
## 812 3 2 1
## 813 3 4 1
## 814 3 3 1
## 815 3 4 1
## 816 3 2 1
## 817 4 2 0
## 818 3 4 0
## 819 3 4 0
## 820 3 4 0
## 821 3 4 2
## 822 3 4 1
## 823 4 4 2
## 824 3 3 1
## 825 3 2 2
## 826 3 4 2
## 827 3 1 3
## 828 3 4 0
## 829 3 2 1
## 830 3 3 1
## 831 3 3 1
## 832 3 4 0
## 833 3 3 3
## 834 4 3 0
## 835 3 4 1
## 836 3 4 1
## 837 3 4 0
## 838 3 4 0
## 839 3 3 1
## 840 3 4 0
## 841 3 3 0
## 842 3 1 0
## 843 4 3 0
## 844 3 4 1
## 845 3 1 0
## 846 3 4 1
## 847 3 4 0
## 848 3 1 3
## 849 3 1 2
## 850 3 1 1
## 851 3 3 1
## 852 3 1 0
## 853 3 4 0
## 854 3 3 0
## 855 3 4 0
## 856 3 1 1
## 857 3 3 0
## 858 4 1 1
## 859 4 4 1
## 860 3 4 1
## 861 3 2 0
## 862 3 4 0
## 863 3 2 0
## 864 3 4 2
## 865 3 4 2
## 866 3 3 0
## 867 3 1 0
## 868 3 3 1
## 869 3 3 1
## 870 3 4 0
## 871 4 3 1
## 872 3 1 0
## 873 3 3 0
## 874 4 2 0
## 875 3 1 2
## 876 3 3 1
## 877 3 1 1
## 878 4 3 0
## 879 4 3 3
## 880 3 2 0
## 881 3 1 1
## 882 4 3 1
## 883 3 1 1
## 884 3 2 1
## 885 3 2 2
## 886 3 1 1
## 887 3 4 2
## 888 3 3 1
## 889 4 4 1
## 890 3 2 0
## 891 3 3 0
## 892 3 2 1
## 893 3 4 0
## 894 4 2 2
## 895 3 2 2
## 896 3 3 1
## 897 4 3 0
## 898 3 4 0
## 899 3 4 0
## 900 3 2 1
## 901 3 4 1
## 902 3 3 1
## 903 3 3 1
## 904 3 3 2
## 905 3 2 1
## 906 3 3 1
## 907 3 3 1
## 908 3 3 2
## 909 3 3 0
## 910 3 4 0
## 911 3 2 1
## 912 3 2 1
## 913 3 4 1
## 914 3 4 0
## 915 3 2 0
## 916 3 2 0
## 917 4 3 1
## 918 3 1 0
## 919 4 2 0
## 920 4 1 3
## 921 3 1 0
## 922 3 4 0
## 923 3 2 1
## 924 3 1 1
## 925 4 3 1
## 926 3 3 1
## 927 3 3 2
## 928 3 1 1
## 929 3 2 2
## 930 3 3 0
## 931 3 3 1
## 932 3 4 0
## 933 3 3 1
## 934 3 4 1
## 935 3 2 0
## 936 3 3 0
## 937 3 3 1
## 938 3 4 0
## 939 3 1 0
## 940 3 4 1
## 941 3 2 0
## 942 3 1 1
## 943 3 4 0
## 944 3 2 1
## 945 3 1 0
## 946 3 4 1
## 947 3 2 0
## 948 4 2 2
## 949 3 2 1
## 950 3 4 0
## 951 4 2 2
## 952 3 2 1
## 953 3 1 0
## 954 3 3 0
## 955 3 3 0
## 956 4 3 2
## 957 3 1 0
## 958 3 2 0
## 959 3 4 0
## 960 3 4 0
## 961 3 1 0
## 962 3 1 2
## 963 3 3 1
## 964 3 3 1
## 965 3 3 2
## 966 3 4 1
## 967 3 2 0
## 968 3 2 2
## 969 4 3 1
## 970 3 4 1
## 971 3 1 0
## 972 3 3 2
## 973 3 3 0
## 974 3 4 0
## 975 3 2 2
## 976 3 3 0
## 977 3 4 0
## 978 3 1 0
## 979 4 2 1
## 980 3 3 1
## 981 4 1 2
## 982 3 3 1
## 983 3 2 0
## 984 3 4 0
## 985 3 1 1
## 986 3 1 0
## 987 3 2 1
## 988 3 3 1
## 989 3 3 0
## 990 3 4 0
## 991 3 3 2
## 992 3 4 1
## 993 3 4 0
## 994 3 4 3
## 995 3 2 0
## 996 3 3 0
## 997 3 2 1
## 998 3 4 0
## 999 3 2 1
## 1000 4 3 0
## 1001 4 4 1
## 1002 3 1 0
## 1003 3 3 2
## 1004 3 3 3
## 1005 3 4 1
## 1006 3 3 0
## 1007 3 1 0
## 1008 3 2 1
## 1009 3 2 1
## 1010 4 4 1
## 1011 3 2 2
## 1012 3 3 1
## 1013 3 4 0
## 1014 3 3 1
## 1015 3 3 0
## 1016 3 3 1
## 1017 3 3 1
## 1018 3 1 2
## 1019 3 3 1
## 1020 3 4 0
## 1021 3 2 1
## 1022 3 2 0
## 1023 3 2 3
## 1024 4 4 1
## 1025 3 2 1
## 1026 3 3 0
## 1027 3 4 0
## 1028 3 2 0
## 1029 3 1 0
## 1030 3 4 1
## 1031 3 1 3
## 1032 3 2 0
## 1033 3 2 1
## 1034 3 3 1
## 1035 3 3 2
## 1036 3 4 0
## 1037 4 2 0
## 1038 3 3 1
## 1039 4 3 0
## 1040 3 1 1
## 1041 3 2 0
## 1042 3 2 0
## 1043 3 3 2
## 1044 3 4 1
## 1045 3 3 0
## 1046 3 1 2
## 1047 3 1 2
## 1048 3 2 2
## 1049 3 4 0
## 1050 3 4 2
## 1051 3 2 1
## 1052 3 1 0
## 1053 3 4 0
## 1054 3 2 1
## 1055 3 3 0
## 1056 3 3 1
## 1057 3 3 1
## 1058 4 3 1
## 1059 3 3 0
## 1060 3 1 0
## 1061 4 1 1
## 1062 3 1 1
## 1063 4 3 1
## 1064 4 2 1
## 1065 3 4 1
## 1066 3 4 1
## 1067 3 2 3
## 1068 3 4 0
## 1069 3 1 2
## 1070 3 4 1
## 1071 3 2 1
## 1072 3 2 1
## 1073 3 4 0
## 1074 3 3 1
## 1075 3 3 1
## 1076 4 1 0
## 1077 3 4 1
## 1078 3 1 1
## 1079 3 4 0
## 1080 3 2 1
## 1081 3 4 0
## 1082 3 4 1
## 1083 3 1 1
## 1084 3 3 0
## 1085 4 2 0
## 1086 4 3 1
## 1087 3 3 1
## 1088 3 2 1
## 1089 3 3 1
## 1090 3 4 0
## 1091 3 1 2
## 1092 4 1 1
## 1093 3 3 3
## 1094 3 2 1
## 1095 3 4 2
## 1096 3 2 1
## 1097 3 1 1
## 1098 3 3 1
## 1099 3 3 1
## 1100 3 2 0
## 1101 3 2 1
## 1102 3 3 2
## 1103 3 4 1
## 1104 3 4 1
## 1105 3 3 0
## 1106 3 4 2
## 1107 3 4 2
## 1108 3 2 0
## 1109 3 4 0
## 1110 3 4 1
## 1111 3 4 1
## 1112 3 3 1
## 1113 3 4 0
## 1114 3 1 1
## 1115 4 2 0
## 1116 3 4 1
## 1117 3 4 0
## 1118 3 1 3
## 1119 3 4 1
## 1120 3 4 2
## 1121 3 2 1
## 1122 4 3 0
## 1123 4 2 0
## 1124 4 4 1
## 1125 3 4 0
## 1126 4 1 0
## 1127 3 4 1
## 1128 4 2 1
## 1129 3 2 0
## 1130 3 1 1
## 1131 3 1 1
## 1132 3 4 2
## 1133 3 2 2
## 1134 4 2 0
## 1135 4 1 0
## 1136 3 1 2
## 1137 4 2 1
## 1138 3 4 1
## 1139 3 3 2
## 1140 4 1 1
## 1141 4 2 1
## 1142 3 4 1
## 1143 3 2 0
## 1144 3 2 0
## 1145 3 3 0
## 1146 3 3 0
## 1147 3 1 0
## 1148 3 2 1
## 1149 3 1 3
## 1150 3 1 3
## 1151 3 4 3
## 1152 4 2 0
## 1153 3 4 0
## 1154 3 4 0
## 1155 3 3 0
## 1156 3 3 0
## 1157 3 3 3
## 1158 4 4 1
## 1159 3 3 1
## 1160 4 4 2
## 1161 3 3 0
## 1162 3 4 0
## 1163 3 2 0
## 1164 3 4 0
## 1165 3 1 1
## 1166 4 3 1
## 1167 4 4 1
## 1168 3 2 0
## 1169 3 3 2
## 1170 3 1 1
## TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1 8 3 2 5
## 2 21 2 4 20
## 3 10 2 3 2
## 4 14 3 3 14
## 5 6 2 3 6
## 6 9 4 2 9
## 7 7 5 2 4
## 8 8 5 3 1
## 9 1 2 3 1
## 10 8 3 2 8
## 11 21 2 3 16
## 12 3 2 3 3
## 13 17 3 4 8
## 14 1 3 3 1
## 15 10 3 4 7
## 16 9 2 2 9
## 17 8 2 4 8
## 18 7 2 4 1
## 19 6 3 3 5
## 20 10 5 3 2
## 21 13 2 3 3
## 22 12 3 3 2
## 23 10 3 3 8
## 24 10 3 3 5
## 25 6 3 3 5
## 26 26 5 3 22
## 27 10 3 3 9
## 28 6 3 3 5
## 29 15 2 2 2
## 30 5 3 3 4
## 31 9 2 4 8
## 32 14 6 3 14
## 33 28 2 2 7
## 34 10 2 3 8
## 35 8 1 3 1
## 36 5 3 1 5
## 37 15 3 3 13
## 38 16 3 3 2
## 39 36 4 3 7
## 40 3 4 3 2
## 41 37 0 2 16
## 42 9 3 3 8
## 43 17 2 2 2
## 44 24 2 3 1
## 45 1 2 3 1
## 46 12 3 3 12
## 47 10 2 3 0
## 48 9 2 3 8
## 49 0 3 3 0
## 50 6 1 1 2
## 51 8 3 2 0
## 52 32 3 3 9
## 53 10 5 3 10
## 54 9 5 2 9
## 55 11 2 3 11
## 56 5 2 3 5
## 57 7 2 3 2
## 58 10 3 3 10
## 59 15 2 3 5
## 60 1 4 3 1
## 61 16 6 3 16
## 62 10 0 3 7
## 63 3 1 3 2
## 64 0 4 1 0
## 65 1 3 1 1
## 66 7 5 2 6
## 67 17 3 3 17
## 68 5 6 4 5
## 69 5 2 2 3
## 70 17 3 3 17
## 71 12 3 3 5
## 72 6 4 3 5
## 73 8 1 3 1
## 74 6 4 3 1
## 75 10 2 2 8
## 76 12 2 3 12
## 77 10 3 3 10
## 78 27 5 1 26
## 79 23 2 3 19
## 80 1 4 3 1
## 81 15 2 1 1
## 82 17 3 3 7
## 83 10 1 3 8
## 84 13 2 3 7
## 85 18 2 3 16
## 86 30 4 3 5
## 87 20 2 3 7
## 88 5 2 1 4
## 89 9 0 3 9
## 90 22 2 2 2
## 91 1 3 3 1
## 92 11 3 1 11
## 93 7 3 3 0
## 94 10 4 3 5
## 95 21 5 3 5
## 96 20 3 3 20
## 97 23 2 4 13
## 98 17 2 4 1
## 99 4 3 3 3
## 100 7 2 2 5
## 101 6 3 4 5
## 102 13 5 3 13
## 103 6 3 3 3
## 104 5 3 4 3
## 105 35 2 2 9
## 106 8 2 3 8
## 107 10 1 3 10
## 108 35 0 3 10
## 109 13 2 4 9
## 110 4 4 3 4
## 111 3 2 3 3
## 112 26 2 2 9
## 113 18 4 3 8
## 114 16 2 4 1
## 115 15 2 3 7
## 116 10 2 3 10
## 117 5 4 3 4
## 118 10 2 3 4
## 119 13 2 3 9
## 120 14 2 4 14
## 121 10 2 3 8
## 122 2 6 3 2
## 123 18 2 3 5
## 124 8 2 3 7
## 125 10 3 2 10
## 126 10 2 3 10
## 127 10 5 3 10
## 128 10 2 2 9
## 129 20 3 1 20
## 130 25 5 3 19
## 131 10 3 2 10
## 132 8 1 4 5
## 133 7 4 4 6
## 134 7 3 3 5
## 135 9 3 4 9
## 136 8 2 3 8
## 137 1 1 3 1
## 138 22 2 3 10
## 139 8 2 1 2
## 140 12 3 3 5
## 141 33 0 3 19
## 142 2 3 3 2
## 143 13 3 3 8
## 144 7 5 4 5
## 145 15 0 3 12
## 146 4 3 2 4
## 147 8 5 3 8
## 148 8 6 1 2
## 149 6 2 3 4
## 150 6 5 2 5
## 151 9 2 1 3
## 152 10 2 2 10
## 153 13 3 2 13
## 154 11 3 1 3
## 155 1 3 3 1
## 156 4 2 4 2
## 157 15 4 3 11
## 158 21 4 3 18
## 159 18 1 3 8
## 160 20 6 3 1
## 161 10 1 2 10
## 162 10 2 2 10
## 163 6 3 3 5
## 164 10 1 3 3
## 165 12 3 2 11
## 166 2 3 2 2
## 167 27 2 3 4
## 168 10 2 3 6
## 169 18 3 3 10
## 170 11 1 3 7
## 171 10 2 2 8
## 172 16 4 4 8
## 173 28 3 2 2
## 174 10 3 3 9
## 175 22 3 4 17
## 176 2 6 4 2
## 177 24 2 3 5
## 178 6 2 3 3
## 179 9 2 3 9
## 180 12 2 4 8
## 181 15 2 4 7
## 182 11 3 3 7
## 183 18 2 3 3
## 184 9 3 3 2
## 185 8 3 3 8
## 186 5 3 2 5
## 187 7 6 3 7
## 188 29 2 3 3
## 189 28 4 2 10
## 190 5 3 4 5
## 191 11 2 3 10
## 192 9 3 3 3
## 193 19 5 2 10
## 194 14 2 3 9
## 195 5 2 3 4
## 196 1 0 2 1
## 197 10 4 3 4
## 198 22 3 3 9
## 199 24 4 3 22
## 200 1 2 3 1
## 201 22 2 2 1
## 202 10 3 3 10
## 203 14 3 3 14
## 204 10 4 3 7
## 205 6 5 3 4
## 206 8 0 3 8
## 207 7 2 2 4
## 208 17 2 3 1
## 209 8 3 3 3
## 210 12 2 3 9
## 211 21 3 3 20
## 212 21 3 4 1
## 213 4 2 3 1
## 214 8 4 3 4
## 215 5 0 3 4
## 216 8 3 4 3
## 217 18 4 3 1
## 218 24 3 3 22
## 219 5 4 2 5
## 220 8 2 2 8
## 221 6 5 3 6
## 222 5 4 3 1
## 223 7 2 3 6
## 224 1 2 1 1
## 225 10 0 4 5
## 226 12 6 2 12
## 227 1 3 3 1
## 228 4 2 2 4
## 229 4 2 2 3
## 230 30 3 3 15
## 231 10 3 3 10
## 232 2 3 3 2
## 233 25 3 1 23
## 234 16 4 3 6
## 235 25 3 4 25
## 236 17 2 1 14
## 237 24 2 2 22
## 238 6 2 2 6
## 239 6 3 3 2
## 240 19 3 3 14
## 241 10 5 2 10
## 242 22 4 3 0
## 243 6 3 3 5
## 244 6 2 3 3
## 245 10 2 2 10
## 246 8 5 3 4
## 247 11 2 2 11
## 248 3 2 3 2
## 249 12 4 2 6
## 250 22 2 3 18
## 251 1 2 2 1
## 252 12 3 3 7
## 253 1 3 3 1
## 254 2 4 3 1
## 255 16 5 3 9
## 256 7 2 2 3
## 257 2 5 2 2
## 258 8 3 3 3
## 259 9 3 3 5
## 260 7 2 2 2
## 261 3 3 4 1
## 262 11 2 1 9
## 263 8 2 1 5
## 264 3 5 3 3
## 265 6 2 3 5
## 266 6 5 3 5
## 267 16 3 2 14
## 268 1 2 3 1
## 269 9 2 3 9
## 270 7 1 2 6
## 271 10 3 4 8
## 272 11 2 3 11
## 273 9 5 3 9
## 274 11 3 2 3
## 275 36 3 3 24
## 276 28 2 3 5
## 277 2 1 3 2
## 278 9 5 3 8
## 279 6 1 3 6
## 280 4 2 3 3
## 281 10 3 3 10
## 282 20 3 3 18
## 283 12 3 3 5
## 284 13 3 3 7
## 285 7 2 4 7
## 286 15 3 3 15
## 287 1 2 3 1
## 288 3 2 3 2
## 289 10 6 3 9
## 290 3 1 2 3
## 291 8 2 3 5
## 292 11 3 3 9
## 293 7 2 2 7
## 294 14 3 1 13
## 295 21 2 3 21
## 296 5 3 3 2
## 297 10 2 2 10
## 298 9 3 3 9
## 299 4 0 3 3
## 300 5 4 2 3
## 301 10 3 3 10
## 302 9 3 2 9
## 303 8 1 3 4
## 304 10 5 3 10
## 305 7 4 3 1
## 306 6 2 2 5
## 307 8 5 3 1
## 308 6 2 3 0
## 309 17 3 3 8
## 310 4 4 3 3
## 311 9 3 2 2
## 312 22 3 3 20
## 313 7 2 1 7
## 314 10 2 3 1
## 315 10 1 3 2
## 316 9 0 3 9
## 317 6 3 3 4
## 318 4 2 2 4
## 319 8 2 4 5
## 320 1 2 3 1
## 321 5 3 3 3
## 322 10 4 2 10
## 323 10 3 2 5
## 324 19 2 3 16
## 325 21 3 3 21
## 326 1 2 3 1
## 327 23 4 2 22
## 328 9 3 2 4
## 329 20 3 3 20
## 330 21 5 3 20
## 331 23 2 3 8
## 332 14 2 2 14
## 333 6 2 2 5
## 334 9 3 3 9
## 335 30 3 3 3
## 336 14 4 3 13
## 337 5 3 3 5
## 338 7 1 2 6
## 339 5 4 3 0
## 340 1 6 3 1
## 341 6 3 4 1
## 342 2 2 3 2
## 343 9 2 3 3
## 344 1 2 3 1
## 345 8 3 3 4
## 346 21 3 3 20
## 347 5 3 2 3
## 348 6 6 1 6
## 349 6 3 3 0
## 350 30 1 2 10
## 351 18 3 4 13
## 352 10 3 2 8
## 353 16 3 1 1
## 354 8 2 3 2
## 355 23 3 4 22
## 356 15 2 3 13
## 357 5 3 2 5
## 358 6 2 4 2
## 359 9 3 3 9
## 360 16 4 3 15
## 361 34 5 3 33
## 362 1 3 3 1
## 363 33 3 3 32
## 364 22 5 3 21
## 365 23 5 3 19
## 366 36 0 2 7
## 367 15 2 4 11
## 368 9 5 4 8
## 369 4 2 3 2
## 370 10 0 2 7
## 371 4 1 3 4
## 372 10 3 3 9
## 373 24 2 3 24
## 374 8 2 1 8
## 375 2 3 3 2
## 376 32 2 3 32
## 377 18 1 3 17
## 378 14 4 3 0
## 379 6 2 2 5
## 380 7 2 3 5
## 381 21 2 3 3
## 382 8 3 3 8
## 383 15 3 3 2
## 384 3 3 3 0
## 385 18 2 4 10
## 386 15 3 3 15
## 387 10 3 4 10
## 388 8 2 4 3
## 389 17 2 2 13
## 390 3 3 3 3
## 391 6 1 3 3
## 392 5 2 2 2
## 393 4 3 4 4
## 394 22 5 4 18
## 395 8 2 3 2
## 396 3 2 1 2
## 397 26 2 1 3
## 398 2 0 3 2
## 399 13 2 2 13
## 400 16 2 2 2
## 401 11 2 3 5
## 402 11 5 3 5
## 403 7 2 3 2
## 404 9 6 3 3
## 405 6 3 2 6
## 406 21 3 2 1
## 407 13 3 3 12
## 408 7 4 3 7
## 409 31 3 3 25
## 410 22 3 3 4
## 411 6 3 3 5
## 412 10 3 3 10
## 413 8 1 3 1
## 414 4 2 4 0
## 415 3 3 2 2
## 416 15 6 3 7
## 417 12 2 2 11
## 418 4 2 3 1
## 419 14 2 2 14
## 420 10 2 3 10
## 421 5 2 3 5
## 422 15 2 3 13
## 423 12 3 2 7
## 424 0 5 4 0
## 425 5 0 3 5
## 426 18 5 3 1
## 427 1 2 2 1
## 428 3 4 4 3
## 429 4 2 1 3
## 430 13 3 3 11
## 431 5 3 3 5
## 432 6 0 3 4
## 433 20 2 3 4
## 434 1 2 3 1
## 435 11 2 2 1
## 436 8 3 3 8
## 437 5 3 2 2
## 438 8 6 2 7
## 439 3 2 3 3
## 440 10 4 2 9
## 441 10 2 3 8
## 442 9 2 3 5
## 443 5 5 1 0
## 444 8 2 3 2
## 445 24 3 3 2
## 446 17 2 2 6
## 447 19 4 4 13
## 448 10 2 2 0
## 449 10 2 3 10
## 450 10 2 3 10
## 451 10 6 3 9
## 452 6 3 2 5
## 453 10 2 3 10
## 454 10 2 2 10
## 455 21 3 1 3
## 456 21 3 2 21
## 457 10 2 3 10
## 458 11 2 1 10
## 459 5 3 4 3
## 460 10 2 2 10
## 461 8 4 3 2
## 462 15 4 3 4
## 463 16 3 3 2
## 464 9 3 2 5
## 465 6 4 3 1
## 466 6 3 3 3
## 467 7 3 2 3
## 468 5 3 3 1
## 469 7 6 3 2
## 470 5 3 3 4
## 471 6 3 2 5
## 472 1 3 2 1
## 473 17 3 4 0
## 474 9 2 2 6
## 475 4 5 2 4
## 476 14 4 3 9
## 477 9 2 3 1
## 478 8 5 3 0
## 479 12 2 1 5
## 480 16 2 3 16
## 481 6 5 2 5
## 482 8 2 3 6
## 483 16 3 3 15
## 484 19 3 3 2
## 485 40 3 2 40
## 486 8 0 1 6
## 487 1 3 2 1
## 488 5 1 2 5
## 489 23 2 3 1
## 490 10 2 3 5
## 491 22 4 3 3
## 492 25 2 3 3
## 493 8 2 3 5
## 494 11 3 1 11
## 495 10 4 3 10
## 496 29 2 2 20
## 497 8 3 2 2
## 498 4 3 2 4
## 499 17 3 2 7
## 500 10 1 3 3
## 501 31 0 2 10
## 502 6 4 3 4
## 503 19 3 3 9
## 504 10 1 3 10
## 505 26 2 4 20
## 506 12 2 3 7
## 507 1 2 3 1
## 508 14 5 3 4
## 509 13 2 3 9
## 510 23 0 3 22
## 511 10 1 3 10
## 512 13 2 3 6
## 513 10 3 2 5
## 514 15 1 3 15
## 515 3 3 2 3
## 516 13 3 3 4
## 517 1 2 3 1
## 518 7 6 2 5
## 519 10 6 3 9
## 520 5 3 3 4
## 521 6 3 3 5
## 522 1 3 3 1
## 523 25 2 3 1
## 524 31 5 3 31
## 525 7 6 3 1
## 526 30 2 3 15
## 527 9 3 4 5
## 528 6 2 2 6
## 529 6 3 3 6
## 530 7 2 3 5
## 531 20 4 2 19
## 532 15 5 3 1
## 533 10 3 3 10
## 534 9 6 3 5
## 535 7 4 2 7
## 536 7 3 4 5
## 537 10 2 3 1
## 538 4 5 3 3
## 539 6 4 3 5
## 540 9 3 4 6
## 541 10 4 2 10
## 542 14 1 3 10
## 543 1 2 2 1
## 544 14 3 3 1
## 545 6 3 3 6
## 546 10 3 3 10
## 547 29 3 2 26
## 548 10 6 3 1
## 549 19 2 3 10
## 550 6 3 3 6
## 551 22 3 3 22
## 552 6 6 3 5
## 553 10 2 2 10
## 554 13 2 2 0
## 555 5 5 1 3
## 556 17 3 2 3
## 557 19 3 3 1
## 558 6 3 3 6
## 559 10 3 2 9
## 560 8 3 3 8
## 561 13 3 2 8
## 562 23 3 3 2
## 563 4 2 3 2
## 564 13 2 4 11
## 565 7 2 3 2
## 566 6 2 3 4
## 567 9 5 3 6
## 568 10 4 3 10
## 569 10 6 3 5
## 570 22 2 3 12
## 571 14 3 3 5
## 572 1 3 2 1
## 573 7 2 3 7
## 574 10 5 3 10
## 575 6 5 4 5
## 576 7 2 4 7
## 577 20 3 2 1
## 578 7 5 3 5
## 579 10 2 1 9
## 580 6 2 3 6
## 581 7 6 2 3
## 582 16 2 3 1
## 583 15 2 3 1
## 584 8 2 3 8
## 585 9 5 4 4
## 586 15 2 4 7
## 587 17 3 3 13
## 588 10 4 3 5
## 589 8 6 3 3
## 590 4 3 3 2
## 591 4 2 2 4
## 592 16 2 4 15
## 593 5 3 4 3
## 594 10 3 2 9
## 595 18 2 3 18
## 596 9 5 3 9
## 597 16 2 3 13
## 598 20 3 3 1
## 599 6 0 3 6
## 600 6 2 2 2
## 601 1 2 3 1
## 602 9 3 2 6
## 603 9 4 2 8
## 604 10 5 3 10
## 605 2 3 3 2
## 606 32 3 3 5
## 607 20 2 2 4
## 608 8 3 3 8
## 609 8 2 3 7
## 610 3 2 2 2
## 611 10 0 3 9
## 612 10 3 3 8
## 613 13 3 4 9
## 614 1 3 4 1
## 615 10 2 4 8
## 616 15 3 4 15
## 617 8 5 3 5
## 618 9 2 2 4
## 619 9 5 3 7
## 620 1 3 3 1
## 621 1 5 3 1
## 622 20 3 4 19
## 623 10 2 3 4
## 624 9 2 3 9
## 625 8 2 2 0
## 626 5 2 3 5
## 627 5 3 3 5
## 628 12 3 3 11
## 629 23 4 3 3
## 630 9 3 4 8
## 631 19 2 4 5
## 632 14 3 2 14
## 633 19 1 3 1
## 634 7 2 3 1
## 635 10 1 2 1
## 636 2 2 4 2
## 637 23 3 3 22
## 638 9 2 2 8
## 639 6 3 3 6
## 640 5 3 3 4
## 641 1 2 3 1
## 642 15 3 3 7
## 643 31 3 4 9
## 644 5 2 3 5
## 645 5 2 1 1
## 646 15 2 2 12
## 647 0 0 3 0
## 648 3 3 4 3
## 649 16 2 3 15
## 650 10 3 1 4
## 651 3 3 3 3
## 652 12 3 3 11
## 653 20 3 2 18
## 654 15 3 1 0
## 655 4 3 3 2
## 656 5 3 3 5
## 657 16 5 1 10
## 658 26 2 3 14
## 659 8 3 3 5
## 660 6 3 3 6
## 661 10 2 3 10
## 662 14 3 3 7
## 663 13 5 2 10
## 664 3 4 2 3
## 665 10 2 3 9
## 666 10 5 4 3
## 667 11 5 3 11
## 668 8 2 3 4
## 669 10 3 3 10
## 670 36 2 3 10
## 671 16 3 4 5
## 672 6 5 3 6
## 673 5 5 3 4
## 674 10 3 2 10
## 675 5 0 3 3
## 676 26 2 3 11
## 677 10 2 3 9
## 678 10 2 4 10
## 679 18 3 3 4
## 680 13 2 4 7
## 681 5 1 4 5
## 682 8 1 3 3
## 683 10 2 2 3
## 684 12 2 1 5
## 685 5 2 1 5
## 686 13 6 4 13
## 687 9 1 3 8
## 688 7 3 3 3
## 689 1 3 2 1
## 690 13 3 3 11
## 691 10 2 3 6
## 692 10 2 2 10
## 693 14 6 3 1
## 694 3 4 3 1
## 695 6 2 2 6
## 696 3 3 2 3
## 697 23 3 3 2
## 698 16 3 4 13
## 699 0 2 4 0
## 700 25 2 3 4
## 701 1 3 3 1
## 702 6 3 2 6
## 703 16 6 2 13
## 704 6 3 3 5
## 705 7 2 2 2
## 706 16 3 3 14
## 707 14 2 2 7
## 708 8 3 3 3
## 709 5 3 3 5
## 710 31 3 3 31
## 711 9 2 3 9
## 712 32 3 2 1
## 713 7 4 2 1
## 714 16 2 3 13
## 715 10 1 3 10
## 716 1 2 3 1
## 717 10 3 3 10
## 718 10 4 4 8
## 719 13 2 4 11
## 720 10 3 2 9
## 721 10 2 3 10
## 722 9 2 2 4
## 723 10 2 3 4
## 724 15 2 2 14
## 725 8 3 3 0
## 726 5 3 3 4
## 727 10 3 3 5
## 728 5 4 4 5
## 729 1 3 1 1
## 730 3 2 3 2
## 731 4 2 4 1
## 732 12 3 2 1
## 733 1 2 3 1
## 734 6 2 3 4
## 735 1 4 1 1
## 736 9 5 2 8
## 737 21 2 2 20
## 738 13 2 3 6
## 739 5 3 3 5
## 740 9 3 3 3
## 741 6 3 3 2
## 742 10 3 2 5
## 743 10 2 3 10
## 744 3 3 1 3
## 745 6 3 2 5
## 746 2 3 3 1
## 747 4 3 3 2
## 748 14 3 3 13
## 749 6 2 4 6
## 750 4 2 4 3
## 751 2 3 3 2
## 752 3 2 4 3
## 753 32 3 3 30
## 754 14 2 3 8
## 755 16 5 1 4
## 756 9 5 3 5
## 757 10 2 1 10
## 758 20 0 2 3
## 759 7 5 2 0
## 760 26 2 3 24
## 761 3 5 3 0
## 762 26 3 2 26
## 763 19 4 3 19
## 764 19 3 3 18
## 765 4 1 1 3
## 766 10 3 3 10
## 767 10 3 3 10
## 768 20 2 3 1
## 769 12 3 2 6
## 770 15 2 3 15
## 771 9 6 2 7
## 772 24 2 3 24
## 773 20 1 3 19
## 774 2 0 2 1
## 775 24 3 1 20
## 776 2 3 3 2
## 777 6 3 4 5
## 778 1 3 3 1
## 779 7 5 3 7
## 780 4 3 4 2
## 781 4 5 2 4
## 782 20 4 3 20
## 783 7 4 4 4
## 784 10 3 2 10
## 785 4 3 1 1
## 786 9 3 4 3
## 787 15 2 3 2
## 788 11 3 2 8
## 789 34 2 3 1
## 790 2 3 2 2
## 791 10 3 3 3
## 792 9 3 3 3
## 793 10 6 4 5
## 794 17 2 3 17
## 795 7 0 3 7
## 796 10 3 3 10
## 797 21 2 3 20
## 798 1 6 3 1
## 799 1 2 4 1
## 800 13 3 3 5
## 801 10 3 3 5
## 802 10 2 4 6
## 803 21 3 3 21
## 804 9 2 3 8
## 805 17 3 4 3
## 806 15 1 3 12
## 807 6 3 2 3
## 808 2 6 3 2
## 809 10 2 2 10
## 810 6 3 2 5
## 811 12 4 3 12
## 812 7 2 2 3
## 813 5 2 4 5
## 814 27 2 3 5
## 815 3 3 3 2
## 816 15 5 3 14
## 817 12 4 2 0
## 818 14 3 4 13
## 819 6 3 3 5
## 820 6 0 3 2
## 821 6 3 3 3
## 822 10 2 3 3
## 823 8 2 3 8
## 824 2 5 2 2
## 825 7 2 3 3
## 826 23 0 3 2
## 827 10 2 3 1
## 828 4 3 3 3
## 829 9 4 2 6
## 830 32 2 3 32
## 831 9 2 3 9
## 832 0 2 2 0
## 833 6 2 3 6
## 834 1 4 3 1
## 835 34 3 3 33
## 836 9 6 3 9
## 837 8 2 3 6
## 838 10 3 3 10
## 839 28 4 3 22
## 840 29 3 3 22
## 841 0 2 3 0
## 842 10 3 2 10
## 843 31 3 3 9
## 844 10 0 2 9
## 845 6 3 3 2
## 846 10 2 3 10
## 847 1 3 3 1
## 848 19 5 2 18
## 849 8 6 3 6
## 850 8 3 3 7
## 851 4 2 3 2
## 852 10 5 3 10
## 853 10 3 3 9
## 854 9 2 3 8
## 855 4 2 3 3
## 856 1 3 3 1
## 857 8 5 3 5
## 858 10 2 3 10
## 859 7 2 3 5
## 860 10 2 3 10
## 861 8 6 2 7
## 862 23 3 4 21
## 863 9 3 2 5
## 864 28 2 2 22
## 865 10 4 4 3
## 866 11 2 3 10
## 867 4 2 3 3
## 868 11 4 2 5
## 869 7 2 2 3
## 870 10 5 3 6
## 871 7 5 3 7
## 872 5 4 3 3
## 873 24 2 2 19
## 874 5 3 3 5
## 875 7 3 3 7
## 876 19 6 4 1
## 877 8 2 4 7
## 878 2 2 1 2
## 879 10 2 2 10
## 880 29 1 2 5
## 881 28 1 4 7
## 882 7 3 3 4
## 883 6 5 2 6
## 884 5 3 3 4
## 885 10 2 3 0
## 886 4 3 4 3
## 887 11 3 3 7
## 888 7 3 3 0
## 889 10 3 2 7
## 890 6 2 1 5
## 891 9 4 3 9
## 892 9 3 3 4
## 893 9 3 3 9
## 894 6 3 3 6
## 895 29 3 3 8
## 896 12 4 2 9
## 897 11 2 2 0
## 898 21 3 2 20
## 899 10 6 4 10
## 900 6 3 3 2
## 901 6 3 3 2
## 902 11 4 2 1
## 903 18 2 3 8
## 904 8 3 2 1
## 905 26 4 4 9
## 906 4 3 3 3
## 907 21 5 2 10
## 908 8 2 2 6
## 909 2 3 2 2
## 910 1 2 3 1
## 911 25 2 3 8
## 912 7 2 3 6
## 913 7 5 2 4
## 914 14 6 3 11
## 915 8 6 3 2
## 916 5 2 3 4
## 917 3 3 3 3
## 918 5 4 3 5
## 919 1 5 3 1
## 920 12 3 2 1
## 921 4 3 3 3
## 922 1 2 3 1
## 923 9 3 2 1
## 924 10 3 4 4
## 925 36 6 3 10
## 926 10 3 3 7
## 927 10 4 4 10
## 928 20 3 3 18
## 929 1 2 2 1
## 930 8 2 2 7
## 931 15 3 3 15
## 932 10 6 3 7
## 933 10 2 3 10
## 934 3 3 2 1
## 935 1 2 3 1
## 936 4 2 2 0
## 937 17 3 3 4
## 938 18 2 3 4
## 939 18 2 3 7
## 940 1 3 3 1
## 941 15 3 1 5
## 942 11 3 3 7
## 943 28 3 2 21
## 944 4 2 3 3
## 945 0 2 3 0
## 946 6 0 4 6
## 947 1 3 3 1
## 948 3 3 1 3
## 949 8 2 2 7
## 950 8 2 3 5
## 951 10 1 2 6
## 952 8 3 2 7
## 953 8 3 2 4
## 954 6 3 2 5
## 955 9 2 2 5
## 956 9 2 4 5
## 957 37 3 2 6
## 958 10 2 3 8
## 959 21 2 3 2
## 960 40 2 3 31
## 961 6 1 3 6
## 962 9 3 3 9
## 963 13 3 2 4
## 964 12 3 1 8
## 965 2 2 3 2
## 966 29 2 2 27
## 967 5 3 1 5
## 968 10 2 3 10
## 969 32 3 3 2
## 970 5 2 3 3
## 971 7 5 3 7
## 972 10 2 1 9
## 973 5 2 2 4
## 974 1 0 4 1
## 975 5 6 3 4
## 976 4 3 2 4
## 977 19 0 3 2
## 978 6 2 3 5
## 979 17 2 3 17
## 980 23 2 4 1
## 981 6 5 3 5
## 982 15 3 3 3
## 983 6 3 2 2
## 984 5 2 3 4
## 985 8 2 2 6
## 986 8 2 3 4
## 987 1 5 3 0
## 988 7 3 2 4
## 989 21 2 3 21
## 990 3 5 3 2
## 991 13 2 3 5
## 992 5 1 3 5
## 993 12 2 1 11
## 994 5 2 3 0
## 995 6 1 3 5
## 996 16 3 3 16
## 997 3 0 2 2
## 998 29 3 2 20
## 999 12 2 3 10
## 1000 1 2 1 1
## 1001 16 2 3 4
## 1002 5 3 3 0
## 1003 10 4 2 9
## 1004 20 2 3 5
## 1005 10 3 2 8
## 1006 9 3 2 4
## 1007 2 3 3 2
## 1008 10 2 3 2
## 1009 26 6 3 7
## 1010 13 3 1 7
## 1011 17 5 3 1
## 1012 12 3 3 1
## 1013 13 2 3 13
## 1014 11 3 2 7
## 1015 9 5 2 6
## 1016 8 0 3 6
## 1017 10 4 3 9
## 1018 10 3 3 10
## 1019 12 2 3 10
## 1020 0 2 3 0
## 1021 9 3 4 8
## 1022 7 6 3 1
## 1023 7 2 3 2
## 1024 25 3 2 23
## 1025 21 2 2 7
## 1026 21 3 2 6
## 1027 9 1 3 2
## 1028 5 3 3 5
## 1029 4 3 3 2
## 1030 24 1 3 20
## 1031 4 3 2 3
## 1032 10 5 3 9
## 1033 9 3 3 9
## 1034 1 3 2 1
## 1035 11 2 4 8
## 1036 1 5 3 1
## 1037 6 5 2 6
## 1038 16 1 4 9
## 1039 9 3 3 4
## 1040 11 3 2 8
## 1041 6 2 4 5
## 1042 6 1 3 3
## 1043 10 2 3 9
## 1044 18 1 2 18
## 1045 5 3 2 5
## 1046 1 2 3 1
## 1047 7 2 3 5
## 1048 12 2 3 10
## 1049 8 2 3 8
## 1050 7 2 2 2
## 1051 34 4 3 33
## 1052 8 2 3 8
## 1053 8 3 3 5
## 1054 6 2 3 2
## 1055 6 0 2 4
## 1056 6 5 3 2
## 1057 6 1 3 2
## 1058 22 3 3 17
## 1059 19 4 2 10
## 1060 6 2 1 5
## 1061 13 2 2 12
## 1062 9 3 3 9
## 1063 15 2 1 13
## 1064 3 2 3 3
## 1065 12 2 3 5
## 1066 5 2 4 4
## 1067 20 2 3 5
## 1068 33 5 1 29
## 1069 5 2 3 4
## 1070 4 2 3 2
## 1071 5 4 3 1
## 1072 13 5 1 13
## 1073 2 2 3 2
## 1074 10 3 3 7
## 1075 6 3 3 0
## 1076 28 2 3 26
## 1077 26 3 2 14
## 1078 10 2 3 10
## 1079 10 2 3 8
## 1080 19 3 3 5
## 1081 8 2 3 2
## 1082 4 5 3 4
## 1083 1 3 2 1
## 1084 15 2 3 11
## 1085 10 2 3 9
## 1086 20 2 3 18
## 1087 6 3 3 5
## 1088 6 0 1 1
## 1089 6 4 3 5
## 1090 6 3 3 6
## 1091 7 2 3 7
## 1092 15 4 2 15
## 1093 10 1 3 10
## 1094 7 2 4 5
## 1095 6 2 3 6
## 1096 8 2 2 6
## 1097 17 2 2 3
## 1098 6 0 2 4
## 1099 8 4 3 8
## 1100 10 4 1 10
## 1101 21 2 3 20
## 1102 8 5 3 5
## 1103 13 0 3 8
## 1104 35 3 3 5
## 1105 8 6 3 6
## 1106 8 2 2 7
## 1107 9 3 2 9
## 1108 10 1 4 2
## 1109 7 2 3 7
## 1110 6 2 1 5
## 1111 15 5 3 14
## 1112 14 1 1 6
## 1113 15 2 4 7
## 1114 18 4 3 4
## 1115 25 3 3 17
## 1116 8 2 2 7
## 1117 18 2 2 1
## 1118 10 6 3 9
## 1119 24 3 3 6
## 1120 8 3 3 8
## 1121 20 3 3 3
## 1122 27 3 2 5
## 1123 10 6 3 10
## 1124 22 1 3 20
## 1125 2 5 2 1
## 1126 1 5 4 0
## 1127 6 4 3 6
## 1128 9 3 3 5
## 1129 22 2 3 22
## 1130 4 3 2 4
## 1131 9 3 3 2
## 1132 21 4 3 19
## 1133 10 4 3 10
## 1134 4 3 3 4
## 1135 10 2 4 5
## 1136 6 2 3 5
## 1137 17 3 3 5
## 1138 10 2 3 9
## 1139 17 6 2 16
## 1140 14 3 3 14
## 1141 10 2 3 9
## 1142 10 2 3 9
## 1143 27 3 3 15
## 1144 4 3 3 4
## 1145 14 3 3 10
## 1146 8 3 3 5
## 1147 6 3 4 4
## 1148 4 0 2 2
## 1149 3 5 3 3
## 1150 11 3 3 11
## 1151 4 2 3 4
## 1152 8 3 3 6
## 1153 20 4 2 4
## 1154 1 4 2 1
## 1155 16 2 2 15
## 1156 21 6 3 7
## 1157 5 3 3 3
## 1158 15 2 3 1
## 1159 4 0 3 4
## 1160 7 0 3 3
## 1161 6 4 3 6
## 1162 10 4 4 1
## 1163 11 3 4 11
## 1164 12 3 4 6
## 1165 8 2 3 8
## 1166 2 2 3 2
## 1167 14 6 3 11
## 1168 6 6 3 5
## 1169 6 5 2 5
## 1170 8 3 2 8
## YearsInCurrentRole YearsSinceLastPromotion LogMonthlyIncome
## 1 2 0 8.390041
## 2 7 4 9.884610
## 3 2 2 9.144414
## 4 10 5 9.251674
## 5 3 1 8.232174
## 6 7 1 9.081711
## 7 2 0 7.662468
## 8 0 0 8.808967
## 9 1 0 7.705262
## 10 2 7 8.529714
## 11 12 6 9.872616
## 12 2 2 7.903227
## 13 5 1 9.232200
## 14 0 0 7.814400
## 15 6 5 8.138273
## 16 8 0 8.843904
## 17 7 6 8.813587
## 18 0 0 8.567506
## 19 0 1 7.983440
## 20 0 2 8.523772
## 21 2 0 9.087834
## 22 2 2 9.002085
## 23 7 4 8.644530
## 24 2 0 8.581482
## 25 0 1 8.846353
## 26 9 3 9.809891
## 27 8 7 9.202711
## 28 2 0 9.014812
## 29 2 2 9.254166
## 30 3 1 8.356555
## 31 7 0 8.448486
## 32 11 2 7.614805
## 33 7 7 9.733411
## 34 0 1 7.722235
## 35 0 0 9.177714
## 36 1 0 7.935230
## 37 12 6 9.240482
## 38 2 2 8.721602
## 39 3 7 9.889236
## 40 2 2 7.934155
## 41 9 14 9.698368
## 42 7 3 8.799662
## 43 2 2 7.858254
## 44 0 0 9.883948
## 45 0 0 7.109062
## 46 9 5 8.208764
## 47 0 0 8.815073
## 48 7 2 9.075665
## 49 0 0 7.537963
## 50 2 2 7.612831
## 51 0 0 7.870548
## 52 8 1 9.888425
## 53 5 7 7.606387
## 54 7 0 8.399985
## 55 7 1 8.394800
## 56 3 0 7.735870
## 57 2 2 7.922624
## 58 9 1 8.460199
## 59 2 0 9.518046
## 60 0 1 7.019297
## 61 7 3 9.242323
## 62 7 1 8.867005
## 63 2 1 8.028455
## 64 0 0 7.322510
## 65 0 0 7.700748
## 66 2 0 8.101072
## 67 11 11 8.801770
## 68 2 1 7.881182
## 69 2 1 7.693482
## 70 12 5 7.656810
## 71 3 1 7.930925
## 72 4 1 9.043459
## 73 0 0 8.685416
## 74 0 0 8.469263
## 75 7 7 9.041448
## 76 8 3 8.296796
## 77 9 8 8.865453
## 78 0 0 9.773777
## 79 7 12 9.089866
## 80 0 0 7.029088
## 81 0 0 8.471568
## 82 7 0 8.836810
## 83 3 7 8.579417
## 84 7 6 8.695172
## 85 14 5 8.596004
## 86 3 4 9.527047
## 87 7 1 8.509161
## 88 2 0 8.227643
## 89 8 1 9.074062
## 90 2 2 9.849401
## 91 0 0 7.439559
## 92 8 3 8.900549
## 93 0 0 7.644919
## 94 2 0 8.722906
## 95 4 4 9.899781
## 96 16 11 8.498418
## 97 12 5 9.717519
## 98 0 0 8.549273
## 99 2 0 8.064636
## 100 4 0 8.099858
## 101 0 1 7.649216
## 102 7 9 9.286653
## 103 2 1 8.785387
## 104 2 0 7.944137
## 105 8 8 9.717037
## 106 7 0 8.393895
## 107 7 0 8.370779
## 108 9 1 9.885120
## 109 7 3 9.096724
## 110 2 1 7.799343
## 111 1 0 7.902118
## 112 8 7 9.746775
## 113 6 4 9.253879
## 114 0 0 8.535622
## 115 7 1 9.101195
## 116 0 0 8.941415
## 117 3 1 8.507143
## 118 3 0 8.300280
## 119 8 1 7.804251
## 120 11 4 8.807921
## 121 7 0 9.368455
## 122 2 1 7.774856
## 123 4 0 9.283684
## 124 7 0 8.301025
## 125 7 0 8.423761
## 126 8 0 8.557183
## 127 2 6 8.273592
## 128 8 3 8.683724
## 129 7 1 8.314097
## 130 17 2 9.489864
## 131 0 0 8.339740
## 132 1 0 8.413387
## 133 5 0 8.416931
## 134 4 1 8.574518
## 135 7 0 8.567316
## 136 7 3 8.353261
## 137 0 0 7.748891
## 138 7 0 9.281637
## 139 2 2 7.784889
## 140 3 1 8.913012
## 141 16 15 9.503159
## 142 2 2 7.771489
## 143 7 0 9.291459
## 144 4 0 8.779865
## 145 11 11 8.760453
## 146 3 0 8.444407
## 147 7 1 7.921536
## 148 2 2 8.762802
## 149 3 1 8.187855
## 150 3 0 8.492286
## 151 1 1 8.350666
## 152 7 0 8.593413
## 153 8 4 8.609590
## 154 2 1 8.834919
## 155 0 1 7.604894
## 156 2 2 8.462948
## 157 8 5 8.644178
## 158 7 11 9.406647
## 159 7 0 9.289152
## 160 0 0 9.487290
## 161 8 3 8.542081
## 162 7 1 9.073604
## 163 0 1 8.868413
## 164 2 0 8.786457
## 165 9 6 8.989694
## 166 2 0 7.622664
## 167 2 1 9.705829
## 168 1 0 9.691778
## 169 9 6 8.626406
## 170 5 1 7.829630
## 171 7 7 8.576217
## 172 7 1 8.606485
## 173 2 1 9.261699
## 174 8 0 9.033603
## 175 13 15 9.605890
## 176 2 2 7.635304
## 177 2 1 9.896413
## 178 2 1 7.621685
## 179 8 3 9.104758
## 180 3 0 9.069468
## 181 7 6 9.237372
## 182 7 1 8.838262
## 183 2 1 8.463581
## 184 0 2 9.033126
## 185 3 0 8.230844
## 186 2 0 7.635304
## 187 7 0 8.557567
## 188 2 1 9.678592
## 189 4 1 9.859745
## 190 4 0 8.347827
## 191 8 1 8.661294
## 192 2 2 9.173365
## 193 7 0 8.478452
## 194 7 6 8.306719
## 195 3 1 8.269757
## 196 0 0 7.909489
## 197 2 0 7.637716
## 198 8 2 9.481893
## 199 6 5 9.234838
## 200 0 0 7.662468
## 201 0 0 9.487517
## 202 4 0 8.735525
## 203 13 6 8.726157
## 204 7 3 7.703459
## 205 3 1 8.276649
## 206 7 7 7.847372
## 207 3 1 8.584104
## 208 0 0 8.805825
## 209 2 2 8.072155
## 210 7 0 9.010547
## 211 7 0 9.515617
## 212 0 0 9.814820
## 213 0 0 8.451053
## 214 3 0 8.709795
## 215 2 1 7.623153
## 216 1 1 7.760041
## 217 0 0 9.192584
## 218 17 4 9.751152
## 219 4 0 7.875499
## 220 5 2 7.963808
## 221 5 1 8.744169
## 222 1 0 8.363109
## 223 5 1 8.588211
## 224 0 0 7.354362
## 225 2 0 8.470311
## 226 8 1 8.228978
## 227 0 0 7.576097
## 228 2 2 7.752765
## 229 2 0 8.516993
## 230 11 2 9.544381
## 231 7 3 8.660427
## 232 2 2 7.607878
## 233 5 14 9.467769
## 234 2 0 8.689464
## 235 12 4 9.738554
## 236 1 11 9.269458
## 237 6 4 9.845858
## 238 4 0 8.751791
## 239 0 1 7.690286
## 240 11 1 9.493186
## 241 9 5 8.910046
## 242 0 0 9.801510
## 243 4 0 7.902118
## 244 2 2 8.389360
## 245 7 1 8.528331
## 246 3 0 7.836765
## 247 9 4 8.873888
## 248 2 2 7.727094
## 249 2 3 8.606485
## 250 16 11 9.716857
## 251 1 0 7.604894
## 252 7 0 8.532870
## 253 0 0 7.729296
## 254 0 0 7.991592
## 255 8 4 9.529303
## 256 2 1 7.798933
## 257 2 2 7.933438
## 258 2 0 8.471987
## 259 3 1 9.181220
## 260 2 0 8.288283
## 261 0 0 7.932003
## 262 7 0 7.767264
## 263 4 0 7.798113
## 264 1 0 7.676474
## 265 3 1 7.928046
## 266 4 0 7.793999
## 267 8 6 9.741380
## 268 0 0 7.239215
## 269 7 2 8.694167
## 270 2 0 9.206031
## 271 7 5 8.547528
## 272 8 7 8.600247
## 273 8 5 8.171882
## 274 2 0 8.638880
## 275 15 2 9.837455
## 276 2 4 9.900633
## 277 1 1 7.716015
## 278 7 1 7.805882
## 279 4 0 8.655911
## 280 2 1 8.302762
## 281 9 8 8.967887
## 282 13 2 8.459776
## 283 3 0 8.781555
## 284 7 1 8.928905
## 285 6 5 7.952967
## 286 14 5 8.557759
## 287 0 0 7.812783
## 288 2 1 7.886457
## 289 7 2 9.183791
## 290 2 0 7.852439
## 291 3 0 7.727535
## 292 8 0 8.643650
## 293 7 0 7.731492
## 294 8 5 9.389072
## 295 7 7 9.707290
## 296 2 2 7.886081
## 297 9 1 9.163982
## 298 7 0 8.711773
## 299 2 1 7.749753
## 300 2 2 8.150179
## 301 8 5 8.783243
## 302 8 1 9.112617
## 303 2 1 8.171034
## 304 7 0 8.536604
## 305 0 0 7.815611
## 306 2 3 8.058960
## 307 0 0 7.774856
## 308 0 0 7.999343
## 309 7 6 8.761707
## 310 2 1 8.486940
## 311 2 2 8.609590
## 312 6 5 9.490771
## 313 2 7 8.314832
## 314 0 0 8.721276
## 315 2 2 8.595080
## 316 0 0 8.333991
## 317 3 1 7.710205
## 318 3 1 8.437500
## 319 4 1 8.719317
## 320 0 0 8.004366
## 321 0 0 7.754482
## 322 9 8 7.897668
## 323 4 0 8.232440
## 324 13 1 8.437067
## 325 6 11 9.452659
## 326 1 0 7.748460
## 327 7 1 9.854770
## 328 3 1 8.596004
## 329 11 0 7.665285
## 330 7 0 9.729075
## 331 7 0 9.640758
## 332 8 9 9.249561
## 333 3 2 7.758761
## 334 7 0 8.910856
## 335 2 2 9.843950
## 336 7 3 8.413609
## 337 2 0 8.510773
## 338 2 0 8.956222
## 339 0 0 8.461258
## 340 0 0 7.758333
## 341 1 0 8.137103
## 342 2 2 8.260234
## 343 2 1 8.870523
## 344 0 0 7.641564
## 345 3 0 8.322394
## 346 8 11 9.498597
## 347 2 0 8.302266
## 348 5 1 8.763584
## 349 0 0 7.736307
## 350 7 1 9.314971
## 351 7 5 9.499122
## 352 7 7 8.843471
## 353 1 0 8.394347
## 354 2 2 8.311153
## 355 14 13 9.254070
## 356 9 3 8.467793
## 357 4 4 7.769801
## 358 2 1 7.842279
## 359 8 7 8.726157
## 360 13 10 8.074026
## 361 18 11 9.903438
## 362 0 0 6.994850
## 363 14 6 9.895707
## 364 7 3 9.874882
## 365 9 9 9.861988
## 366 7 7 9.488881
## 367 8 5 8.399310
## 368 4 7 8.607582
## 369 2 2 7.636752
## 370 7 0 8.528133
## 371 3 0 8.330382
## 372 8 7 9.037415
## 373 9 9 8.558335
## 374 4 7 8.277920
## 375 2 0 7.911324
## 376 6 13 9.575747
## 377 13 15 7.916807
## 378 0 0 8.534444
## 379 4 1 7.681560
## 380 2 0 7.664816
## 381 2 1 9.814656
## 382 7 5 7.986845
## 383 2 2 8.609955
## 384 0 0 7.750184
## 385 0 2 7.808323
## 386 12 5 9.516501
## 387 7 0 9.081256
## 388 2 1 8.357494
## 389 7 6 8.412277
## 390 2 1 7.684324
## 391 2 1 8.779557
## 392 2 0 8.332549
## 393 2 2 8.027803
## 394 13 13 9.236593
## 395 1 2 7.830028
## 396 2 2 7.899153
## 397 2 0 9.790375
## 398 2 2 7.916443
## 399 12 1 8.749257
## 400 2 2 9.231025
## 401 4 0 8.714568
## 402 3 0 8.568836
## 403 2 2 7.652071
## 404 2 0 8.988196
## 405 5 1 7.847372
## 406 0 0 9.718783
## 407 7 5 8.606668
## 408 7 1 7.916078
## 409 8 3 9.643875
## 410 1 1 9.750278
## 411 4 0 7.758761
## 412 8 8 9.131405
## 413 0 0 8.013674
## 414 0 0 8.444192
## 415 2 1 7.762596
## 416 7 1 8.659040
## 417 7 6 7.849324
## 418 0 0 8.212840
## 419 8 3 8.775549
## 420 2 0 9.387231
## 421 2 1 8.372167
## 422 11 10 8.400435
## 423 7 7 8.727778
## 424 0 0 7.384610
## 425 3 0 8.460411
## 426 0 0 9.287116
## 427 0 0 7.149917
## 428 2 1 8.080237
## 429 2 1 8.224164
## 430 9 5 8.692322
## 431 4 0 8.406932
## 432 2 0 8.173011
## 433 3 1 8.362642
## 434 0 0 7.653969
## 435 0 0 9.180396
## 436 7 0 8.734560
## 437 2 2 8.385261
## 438 7 7 7.961021
## 439 2 0 7.894691
## 440 7 1 8.939188
## 441 7 0 8.516793
## 442 3 1 7.997663
## 443 0 0 8.156223
## 444 2 2 8.069342
## 445 1 2 9.869310
## 446 5 1 8.137396
## 447 11 2 8.462737
## 448 0 0 8.619389
## 449 3 9 7.785721
## 450 7 4 8.385945
## 451 7 8 8.492491
## 452 2 1 8.137396
## 453 7 7 8.667852
## 454 4 0 8.610137
## 455 2 0 9.642253
## 456 8 12 9.895102
## 457 0 0 8.608130
## 458 7 1 8.601718
## 459 2 1 7.633370
## 460 4 1 8.667336
## 461 2 2 7.646354
## 462 3 1 7.607381
## 463 2 2 9.127828
## 464 4 1 8.563695
## 465 0 0 7.798523
## 466 2 1 8.279951
## 467 2 1 7.880048
## 468 0 0 8.018955
## 469 2 2 8.510974
## 470 2 1 8.400659
## 471 3 1 7.707962
## 472 0 1 7.799343
## 473 0 0 9.491375
## 474 5 0 8.146709
## 475 2 2 7.699389
## 476 6 0 8.660774
## 477 0 0 8.753687
## 478 0 0 8.367765
## 479 4 0 7.989560
## 480 11 6 9.528358
## 481 3 0 8.589142
## 482 4 0 7.764721
## 483 10 6 8.656433
## 484 2 2 8.356320
## 485 10 15 9.241064
## 486 4 0 8.698347
## 487 0 0 6.985642
## 488 2 4 7.976252
## 489 0 0 8.590630
## 490 1 4 8.722906
## 491 2 1 9.834405
## 492 2 1 9.733885
## 493 2 1 8.677440
## 494 8 3 9.060215
## 495 9 1 8.643473
## 496 6 4 9.699350
## 497 2 0 7.883823
## 498 2 1 7.751905
## 499 7 7 8.563504
## 500 2 1 8.654517
## 501 9 5 9.211140
## 502 2 0 7.614805
## 503 7 7 7.884200
## 504 9 8 9.208338
## 505 17 5 9.750861
## 506 1 2 8.678972
## 507 0 0 7.955425
## 508 2 3 9.268232
## 509 8 5 7.934872
## 510 15 15 9.880475
## 511 7 1 8.583543
## 512 4 0 9.298351
## 513 2 1 8.141190
## 514 14 8 9.507329
## 515 2 2 7.867106
## 516 1 1 8.609225
## 517 0 0 7.788626
## 518 3 0 7.925158
## 519 2 6 8.439664
## 520 2 1 7.858254
## 521 2 1 7.845024
## 522 1 0 7.786552
## 523 0 0 9.182352
## 524 9 0 9.878272
## 525 0 0 7.685703
## 526 7 6 8.925986
## 527 4 0 8.518392
## 528 5 0 8.829519
## 529 4 0 7.958227
## 530 4 4 8.509766
## 531 9 1 9.085117
## 532 0 0 8.826881
## 533 7 0 7.901007
## 534 1 1 8.804925
## 535 7 0 7.658700
## 536 4 2 7.644441
## 537 0 0 8.902592
## 538 2 1 7.899524
## 539 3 1 8.071531
## 540 4 1 8.547722
## 541 7 8 8.157944
## 542 8 7 8.052933
## 543 1 0 7.850104
## 544 0 0 8.787678
## 545 5 1 8.385032
## 546 9 8 7.982416
## 547 9 1 8.909641
## 548 0 0 8.535819
## 549 8 0 9.397732
## 550 3 0 7.685703
## 551 7 2 9.862092
## 552 1 0 8.504311
## 553 1 0 8.265136
## 554 0 0 7.722678
## 555 2 0 8.492080
## 556 0 1 9.169727
## 557 0 0 8.237479
## 558 5 1 8.194782
## 559 8 7 8.397057
## 560 7 7 8.574707
## 561 7 7 7.643962
## 562 2 2 9.666942
## 563 2 2 7.941296
## 564 7 4 9.308465
## 565 2 0 8.251403
## 566 3 1 7.798113
## 567 2 0 7.685244
## 568 8 6 9.181323
## 569 4 0 8.739376
## 570 11 1 9.544882
## 571 4 1 8.387768
## 572 0 0 7.898411
## 573 7 0 8.829665
## 574 8 4 8.824531
## 575 3 1 8.743851
## 576 5 0 8.698347
## 577 0 0 7.957877
## 578 2 0 8.058960
## 579 2 3 8.525558
## 580 0 1 8.798304
## 581 2 1 8.207674
## 582 0 0 9.679844
## 583 0 1 8.667508
## 584 7 7 8.471987
## 585 2 1 8.774158
## 586 2 3 7.916078
## 587 11 1 8.580919
## 588 3 0 8.133587
## 589 2 0 8.196712
## 590 2 2 8.297544
## 591 2 1 7.942362
## 592 9 10 8.433594
## 593 2 1 7.975565
## 594 6 1 8.074338
## 595 15 14 9.252921
## 596 8 0 8.303257
## 597 10 4 9.296793
## 598 0 0 8.145550
## 599 2 0 8.722906
## 600 0 2 7.737616
## 601 0 0 7.617268
## 602 5 1 8.315566
## 603 7 1 9.342771
## 604 8 0 8.049108
## 605 2 2 7.922986
## 606 1 1 9.603328
## 607 3 1 8.607582
## 608 0 7 8.631414
## 609 7 0 8.182559
## 610 2 2 7.758761
## 611 7 0 8.587279
## 612 7 0 8.826294
## 613 7 1 7.903596
## 614 0 0 7.659643
## 615 4 7 8.890686
## 616 10 4 8.290544
## 617 4 0 8.252707
## 618 3 1 8.604105
## 619 7 1 9.209440
## 620 0 0 7.155396
## 621 0 1 7.981392
## 622 10 2 8.530504
## 623 2 1 8.095599
## 624 0 1 9.086703
## 625 0 0 7.848153
## 626 3 0 7.830823
## 627 4 0 8.333751
## 628 10 2 9.350972
## 629 2 1 9.303466
## 630 7 7 9.061956
## 631 2 0 7.886833
## 632 8 2 9.199077
## 633 0 0 8.833608
## 634 0 0 7.949797
## 635 0 0 9.208839
## 636 2 2 7.773174
## 637 6 13 9.779341
## 638 7 1 9.062768
## 639 5 1 7.910224
## 640 3 0 8.019942
## 641 0 0 7.898411
## 642 4 7 8.400210
## 643 7 6 9.726512
## 644 2 3 7.743703
## 645 0 0 7.653020
## 646 11 2 9.292381
## 647 0 0 7.551712
## 648 2 0 7.742836
## 649 13 2 8.369157
## 650 2 0 7.680637
## 651 0 1 7.803843
## 652 7 1 8.560253
## 653 7 2 9.510371
## 654 0 0 9.433804
## 655 2 1 8.267192
## 656 3 3 8.464003
## 657 9 4 9.432684
## 658 9 1 9.682342
## 659 4 1 8.704834
## 660 5 0 8.779404
## 661 8 4 8.577159
## 662 3 5 7.925880
## 663 6 0 9.246479
## 664 2 1 8.273081
## 665 5 8 8.426831
## 666 2 0 8.747352
## 667 10 4 8.976894
## 668 3 1 8.133881
## 669 4 1 8.493515
## 670 9 0 9.785773
## 671 2 0 9.522520
## 672 2 0 8.613412
## 673 2 1 8.496582
## 674 2 7 7.611842
## 675 2 0 8.165364
## 676 4 0 9.841027
## 677 7 0 8.561784
## 678 9 9 8.751949
## 679 2 0 8.543056
## 680 7 5 7.753194
## 681 2 0 8.356085
## 682 2 1 7.722235
## 683 2 0 8.584291
## 684 3 1 9.152605
## 685 2 0 7.905810
## 686 8 0 9.273127
## 687 7 7 8.929700
## 688 2 1 7.871693
## 689 0 1 7.004882
## 690 10 3 7.860185
## 691 3 1 8.712266
## 692 7 9 9.379999
## 693 0 0 8.821880
## 694 0 0 7.734121
## 695 3 1 9.161675
## 696 2 1 8.099858
## 697 2 2 9.629182
## 698 11 3 8.685078
## 699 0 0 7.358194
## 700 2 0 9.856448
## 701 0 0 7.938802
## 702 5 1 8.650675
## 703 2 4 9.247347
## 704 1 1 7.672292
## 705 2 2 7.726213
## 706 3 1 8.737132
## 707 1 1 8.832588
## 708 2 0 7.653969
## 709 4 0 8.216628
## 710 6 14 9.793896
## 711 1 0 9.385637
## 712 0 0 9.555206
## 713 0 0 7.847372
## 714 9 1 9.179778
## 715 7 0 8.934192
## 716 0 0 7.349231
## 717 3 1 8.791486
## 718 7 1 8.205218
## 719 9 6 8.429673
## 720 7 1 8.943114
## 721 7 7 9.152075
## 722 3 0 8.660081
## 723 3 1 8.005033
## 724 8 7 9.089076
## 725 0 0 8.286017
## 726 2 1 8.496582
## 727 4 0 7.997327
## 728 3 2 8.246696
## 729 0 0 7.757906
## 730 1 2 7.833204
## 731 0 0 8.469053
## 732 0 0 8.563695
## 733 0 0 7.959625
## 734 2 1 8.456806
## 735 0 0 7.996990
## 736 7 0 8.779557
## 737 9 9 9.395242
## 738 1 0 8.550821
## 739 2 1 8.434029
## 740 2 0 8.210940
## 741 2 2 9.064042
## 742 4 0 9.355047
## 743 8 3 8.362876
## 744 2 1 8.100161
## 745 3 0 8.498418
## 746 1 0 7.738924
## 747 2 2 7.755767
## 748 9 4 8.583543
## 749 2 1 8.270525
## 750 1 0 7.824046
## 751 2 0 7.750615
## 752 2 2 7.741534
## 753 8 12 9.327679
## 754 7 0 8.897546
## 755 3 0 9.514068
## 756 2 1 8.218248
## 757 6 0 8.297544
## 758 2 1 8.802522
## 759 0 0 8.103494
## 760 10 1 9.842888
## 761 0 0 7.784889
## 762 14 3 9.726273
## 763 2 11 8.724370
## 764 7 0 8.755738
## 765 2 0 8.226038
## 766 7 1 8.660254
## 767 6 0 8.124447
## 768 0 0 9.299450
## 769 3 1 8.906393
## 770 10 4 8.629271
## 771 7 0 8.451481
## 772 13 15 9.254644
## 773 6 11 9.299998
## 774 0 0 8.127995
## 775 8 13 9.222664
## 776 2 0 8.161946
## 777 3 1 7.632401
## 778 0 0 7.946971
## 779 7 5 7.851661
## 780 2 2 8.473659
## 781 3 0 8.051978
## 782 7 11 8.423542
## 783 3 0 7.730614
## 784 7 0 8.420462
## 785 0 0 8.512783
## 786 2 1 9.706377
## 787 2 2 9.481588
## 788 2 7 8.505323
## 789 0 0 9.854192
## 790 2 2 7.647786
## 791 2 1 8.474077
## 792 2 1 7.745436
## 793 4 0 8.956222
## 794 14 12 9.219895
## 795 7 1 8.825266
## 796 8 9 8.116118
## 797 7 4 9.510149
## 798 0 0 7.782390
## 799 1 0 7.527794
## 800 4 0 8.830835
## 801 3 1 8.589700
## 802 5 0 8.792094
## 803 9 11 9.744961
## 804 7 4 9.167642
## 805 2 1 7.621685
## 806 8 5 9.026538
## 807 2 1 8.737453
## 808 2 2 7.750615
## 809 0 0 7.959276
## 810 2 1 8.025516
## 811 9 6 8.030084
## 812 2 0 8.079928
## 813 2 0 8.357024
## 814 2 1 9.886240
## 815 2 1 7.972121
## 816 10 4 7.930566
## 817 0 0 8.835938
## 818 9 3 9.366575
## 819 3 1 7.908387
## 820 0 2 9.195633
## 821 2 0 8.105308
## 822 2 0 8.843759
## 823 7 1 8.811652
## 824 2 2 7.867106
## 825 2 1 8.447414
## 826 2 2 9.884661
## 827 0 0 9.007122
## 828 2 0 8.420242
## 829 1 0 7.811163
## 830 5 10 9.809177
## 831 8 0 8.197814
## 832 0 0 7.423568
## 833 5 3 8.069655
## 834 1 0 7.844633
## 835 9 15 9.516132
## 836 5 7 9.086363
## 837 4 1 8.005033
## 838 7 5 8.582419
## 839 11 14 9.243098
## 840 10 12 9.886596
## 841 0 0 7.258412
## 842 9 0 8.985696
## 843 8 0 9.534306
## 844 7 1 9.047821
## 845 2 2 8.704336
## 846 0 1 8.424639
## 847 0 0 7.301822
## 848 10 3 9.170872
## 849 4 1 8.760923
## 850 7 7 7.841493
## 851 2 2 8.424859
## 852 0 1 7.698936
## 853 5 0 8.341172
## 854 3 0 8.641356
## 855 2 0 8.473868
## 856 0 0 7.784889
## 857 2 0 7.884953
## 858 9 8 9.098626
## 859 0 1 7.713338
## 860 7 0 8.984443
## 861 0 7 7.950855
## 862 7 15 9.233178
## 863 2 0 8.576217
## 864 2 11 9.530248
## 865 1 1 9.146335
## 866 9 0 8.974365
## 867 2 2 8.404024
## 868 4 1 8.431853
## 869 2 0 8.406708
## 870 2 1 8.395026
## 871 7 7 NA
## 872 2 0 NA
## 873 7 3 NA
## 874 4 0 NA
## 875 7 0 NA
## 876 0 0 NA
## 877 7 0 NA
## 878 2 2 NA
## 879 7 0 NA
## 880 2 0 NA
## 881 7 4 NA
## 882 2 0 NA
## 883 0 1 NA
## 884 2 1 NA
## 885 0 0 NA
## 886 2 0 NA
## 887 0 1 NA
## 888 0 0 NA
## 889 7 1 NA
## 890 4 1 NA
## 891 8 8 NA
## 892 2 1 NA
## 893 8 4 NA
## 894 5 0 NA
## 895 7 0 NA
## 896 8 4 NA
## 897 0 0 NA
## 898 8 2 NA
## 899 8 9 NA
## 900 2 2 NA
## 901 2 2 NA
## 902 0 0 NA
## 903 7 7 NA
## 904 0 0 NA
## 905 3 1 NA
## 906 2 0 NA
## 907 9 9 NA
## 908 2 0 NA
## 909 2 2 NA
## 910 0 0 NA
## 911 7 0 NA
## 912 2 1 NA
## 913 3 0 NA
## 914 10 5 NA
## 915 2 2 NA
## 916 3 1 NA
## 917 2 1 NA
## 918 3 1 NA
## 919 0 0 NA
## 920 0 0 NA
## 921 2 1 NA
## 922 0 0 NA
## 923 0 0 NA
## 924 3 0 NA
## 925 8 4 NA
## 926 7 1 NA
## 927 7 0 NA
## 928 16 1 NA
## 929 0 0 NA
## 930 7 3 NA
## 931 14 0 NA
## 932 7 7 NA
## 933 7 0 NA
## 934 0 0 NA
## 935 0 0 NA
## 936 0 0 NA
## 937 2 0 NA
## 938 2 0 NA
## 939 7 1 NA
## 940 0 0 NA
## 941 4 1 NA
## 942 6 7 NA
## 943 16 7 NA
## 944 2 2 NA
## 945 0 0 NA
## 946 4 1 NA
## 947 0 1 NA
## 948 2 0 NA
## 949 7 1 NA
## 950 4 1 NA
## 951 3 3 NA
## 952 7 7 NA
## 953 3 0 NA
## 954 4 0 NA
## 955 4 0 NA
## 956 0 0 NA
## 957 4 0 NA
## 958 7 7 NA
## 959 0 0 NA
## 960 15 13 NA
## 961 5 1 NA
## 962 8 4 NA
## 963 3 1 NA
## 964 3 3 NA
## 965 2 2 NA
## 966 3 13 NA
## 967 4 0 NA
## 968 9 9 NA
## 969 2 2 NA
## 970 2 0 NA
## 971 7 0 NA
## 972 7 8 NA
## 973 2 0 NA
## 974 0 0 NA
## 975 2 3 NA
## 976 3 0 NA
## 977 2 2 NA
## 978 2 0 NA
## 979 14 5 NA
## 980 0 0 NA
## 981 3 4 NA
## 982 2 1 NA
## 983 2 2 NA
## 984 2 0 NA
## 985 3 0 NA
## 986 1 0 NA
## 987 0 0 NA
## 988 3 0 NA
## 989 6 2 NA
## 990 2 2 NA
## 991 4 0 NA
## 992 3 0 NA
## 993 9 4 NA
## 994 0 0 NA
## 995 3 1 NA
## 996 13 2 NA
## 997 1 0 NA
## 998 7 12 NA
## 999 9 0 NA
## 1000 0 0 NA
## 1001 2 0 NA
## 1002 0 0 NA
## 1003 5 1 NA
## 1004 0 0 NA
## 1005 2 7 NA
## 1006 2 0 NA
## 1007 2 2 NA
## 1008 2 1 NA
## 1009 7 4 NA
## 1010 7 4 NA
## 1011 0 0 NA
## 1012 0 0 NA
## 1013 12 11 NA
## 1014 1 0 NA
## 1015 3 0 NA
## 1016 4 0 NA
## 1017 6 7 NA
## 1018 8 0 NA
## 1019 9 7 NA
## 1020 0 0 NA
## 1021 7 3 NA
## 1022 0 0 NA
## 1023 2 2 NA
## 1024 15 14 NA
## 1025 6 7 NA
## 1026 0 1 NA
## 1027 2 1 NA
## 1028 4 1 NA
## 1029 2 2 NA
## 1030 6 3 NA
## 1031 2 1 NA
## 1032 7 1 NA
## 1033 8 0 NA
## 1034 0 1 NA
## 1035 7 0 NA
## 1036 0 1 NA
## 1037 5 1 NA
## 1038 7 7 NA
## 1039 3 2 NA
## 1040 7 1 NA
## 1041 4 1 NA
## 1042 2 0 NA
## 1043 7 3 NA
## 1044 14 4 NA
## 1045 3 1 NA
## 1046 0 0 NA
## 1047 2 1 NA
## 1048 6 8 NA
## 1049 2 7 NA
## 1050 2 2 NA
## 1051 7 1 NA
## 1052 1 1 NA
## 1053 2 0 NA
## 1054 2 2 NA
## 1055 2 1 NA
## 1056 2 0 NA
## 1057 2 2 NA
## 1058 13 1 NA
## 1059 0 4 NA
## 1060 3 0 NA
## 1061 9 2 NA
## 1062 7 7 NA
## 1063 11 4 NA
## 1064 2 0 NA
## 1065 3 1 NA
## 1066 3 0 NA
## 1067 3 0 NA
## 1068 8 11 NA
## 1069 3 0 NA
## 1070 2 2 NA
## 1071 0 0 NA
## 1072 10 3 NA
## 1073 1 2 NA
## 1074 0 1 NA
## 1075 0 0 NA
## 1076 15 15 NA
## 1077 13 4 NA
## 1078 8 0 NA
## 1079 0 7 NA
## 1080 4 0 NA
## 1081 2 2 NA
## 1082 3 1 NA
## 1083 0 1 NA
## 1084 9 6 NA
## 1085 7 1 NA
## 1086 13 1 NA
## 1087 2 0 NA
## 1088 0 0 NA
## 1089 2 0 NA
## 1090 2 4 NA
## 1091 7 1 NA
## 1092 12 11 NA
## 1093 8 0 NA
## 1094 1 1 NA
## 1095 3 1 NA
## 1096 5 4 NA
## 1097 1 0 NA
## 1098 2 1 NA
## 1099 0 0 NA
## 1100 3 0 NA
## 1101 8 9 NA
## 1102 4 1 NA
## 1103 7 7 NA
## 1104 2 0 NA
## 1105 2 0 NA
## 1106 5 1 NA
## 1107 7 6 NA
## 1108 2 0 NA
## 1109 7 0 NA
## 1110 3 0 NA
## 1111 11 2 NA
## 1112 4 0 NA
## 1113 6 7 NA
## 1114 3 1 NA
## 1115 14 12 NA
## 1116 6 7 NA
## 1117 0 0 NA
## 1118 8 7 NA
## 1119 0 0 NA
## 1120 2 0 NA
## 1121 2 2 NA
## 1122 4 2 NA
## 1123 8 8 NA
## 1124 8 11 NA
## 1125 0 0 NA
## 1126 0 0 NA
## 1127 3 1 NA
## 1128 2 1 NA
## 1129 10 0 NA
## 1130 3 1 NA
## 1131 2 2 NA
## 1132 9 15 NA
## 1133 2 2 NA
## 1134 3 3 NA
## 1135 4 0 NA
## 1136 3 1 NA
## 1137 4 0 NA
## 1138 3 1 NA
## 1139 10 5 NA
## 1140 10 6 NA
## 1141 0 7 NA
## 1142 7 4 NA
## 1143 11 4 NA
## 1144 2 0 NA
## 1145 7 0 NA
## 1146 3 0 NA
## 1147 3 1 NA
## 1148 2 2 NA
## 1149 2 1 NA
## 1150 10 10 NA
## 1151 2 0 NA
## 1152 2 0 NA
## 1153 3 0 NA
## 1154 1 0 NA
## 1155 11 5 NA
## 1156 7 1 NA
## 1157 2 0 NA
## 1158 0 0 NA
## 1159 2 2 NA
## 1160 2 0 NA
## 1161 4 0 NA
## 1162 0 0 NA
## 1163 8 3 NA
## 1164 5 1 NA
## 1165 7 1 NA
## 1166 2 2 NA
## 1167 10 11 NA
## 1168 4 4 NA
## 1169 3 0 NA
## 1170 7 1 NA
## BusinessTravelNumeric
## 1 2
## 2 2
## 3 1
## 4 2
## 5 1
## 6 1
## 7 2
## 8 2
## 9 2
## 10 1
## 11 2
## 12 3
## 13 2
## 14 2
## 15 2
## 16 3
## 17 2
## 18 3
## 19 2
## 20 2
## 21 2
## 22 2
## 23 1
## 24 1
## 25 2
## 26 2
## 27 2
## 28 2
## 29 2
## 30 3
## 31 1
## 32 2
## 33 2
## 34 2
## 35 2
## 36 1
## 37 2
## 38 2
## 39 2
## 40 1
## 41 3
## 42 2
## 43 2
## 44 2
## 45 2
## 46 1
## 47 2
## 48 2
## 49 1
## 50 3
## 51 2
## 52 2
## 53 2
## 54 3
## 55 2
## 56 2
## 57 1
## 58 2
## 59 3
## 60 1
## 61 2
## 62 2
## 63 2
## 64 3
## 65 2
## 66 2
## 67 2
## 68 2
## 69 1
## 70 2
## 71 2
## 72 2
## 73 2
## 74 2
## 75 2
## 76 1
## 77 2
## 78 2
## 79 3
## 80 2
## 81 2
## 82 2
## 83 1
## 84 2
## 85 2
## 86 2
## 87 2
## 88 2
## 89 1
## 90 2
## 91 1
## 92 2
## 93 2
## 94 2
## 95 2
## 96 2
## 97 2
## 98 3
## 99 1
## 100 2
## 101 2
## 102 2
## 103 3
## 104 2
## 105 2
## 106 2
## 107 3
## 108 2
## 109 2
## 110 2
## 111 1
## 112 2
## 113 2
## 114 3
## 115 2
## 116 3
## 117 2
## 118 2
## 119 2
## 120 2
## 121 3
## 122 2
## 123 2
## 124 2
## 125 1
## 126 2
## 127 1
## 128 2
## 129 2
## 130 2
## 131 2
## 132 2
## 133 1
## 134 2
## 135 1
## 136 1
## 137 2
## 138 2
## 139 2
## 140 2
## 141 2
## 142 2
## 143 2
## 144 2
## 145 2
## 146 3
## 147 2
## 148 2
## 149 2
## 150 2
## 151 2
## 152 2
## 153 2
## 154 2
## 155 2
## 156 3
## 157 2
## 158 1
## 159 1
## 160 1
## 161 2
## 162 3
## 163 2
## 164 2
## 165 2
## 166 2
## 167 2
## 168 2
## 169 2
## 170 2
## 171 2
## 172 3
## 173 1
## 174 2
## 175 2
## 176 2
## 177 2
## 178 1
## 179 1
## 180 2
## 181 2
## 182 2
## 183 1
## 184 2
## 185 1
## 186 2
## 187 1
## 188 2
## 189 2
## 190 3
## 191 2
## 192 1
## 193 2
## 194 2
## 195 2
## 196 2
## 197 2
## 198 2
## 199 2
## 200 2
## 201 3
## 202 2
## 203 2
## 204 2
## 205 2
## 206 2
## 207 2
## 208 2
## 209 2
## 210 2
## 211 2
## 212 2
## 213 2
## 214 2
## 215 2
## 216 2
## 217 2
## 218 1
## 219 2
## 220 2
## 221 2
## 222 1
## 223 3
## 224 2
## 225 2
## 226 2
## 227 2
## 228 2
## 229 2
## 230 2
## 231 2
## 232 2
## 233 1
## 234 2
## 235 1
## 236 2
## 237 2
## 238 2
## 239 2
## 240 2
## 241 2
## 242 1
## 243 2
## 244 2
## 245 2
## 246 2
## 247 2
## 248 2
## 249 1
## 250 2
## 251 3
## 252 3
## 253 2
## 254 2
## 255 3
## 256 3
## 257 1
## 258 2
## 259 2
## 260 2
## 261 1
## 262 2
## 263 2
## 264 1
## 265 2
## 266 2
## 267 1
## 268 2
## 269 1
## 270 2
## 271 3
## 272 2
## 273 2
## 274 2
## 275 2
## 276 2
## 277 2
## 278 1
## 279 2
## 280 2
## 281 2
## 282 2
## 283 2
## 284 2
## 285 2
## 286 2
## 287 2
## 288 2
## 289 1
## 290 2
## 291 2
## 292 3
## 293 2
## 294 3
## 295 2
## 296 2
## 297 1
## 298 1
## 299 3
## 300 2
## 301 1
## 302 1
## 303 2
## 304 2
## 305 2
## 306 3
## 307 2
## 308 3
## 309 1
## 310 2
## 311 2
## 312 2
## 313 1
## 314 2
## 315 2
## 316 2
## 317 1
## 318 2
## 319 2
## 320 2
## 321 3
## 322 2
## 323 1
## 324 2
## 325 2
## 326 2
## 327 2
## 328 2
## 329 1
## 330 2
## 331 2
## 332 2
## 333 1
## 334 2
## 335 3
## 336 1
## 337 1
## 338 1
## 339 1
## 340 2
## 341 2
## 342 1
## 343 2
## 344 1
## 345 2
## 346 2
## 347 1
## 348 1
## 349 3
## 350 2
## 351 2
## 352 2
## 353 1
## 354 3
## 355 2
## 356 2
## 357 2
## 358 2
## 359 2
## 360 2
## 361 2
## 362 1
## 363 2
## 364 2
## 365 2
## 366 1
## 367 1
## 368 2
## 369 2
## 370 2
## 371 1
## 372 3
## 373 1
## 374 2
## 375 2
## 376 1
## 377 2
## 378 2
## 379 2
## 380 2
## 381 2
## 382 2
## 383 2
## 384 2
## 385 2
## 386 2
## 387 1
## 388 2
## 389 2
## 390 1
## 391 2
## 392 2
## 393 3
## 394 1
## 395 1
## 396 2
## 397 2
## 398 2
## 399 3
## 400 1
## 401 2
## 402 3
## 403 2
## 404 2
## 405 2
## 406 2
## 407 2
## 408 2
## 409 2
## 410 2
## 411 2
## 412 2
## 413 2
## 414 1
## 415 1
## 416 3
## 417 3
## 418 1
## 419 2
## 420 2
## 421 2
## 422 3
## 423 2
## 424 3
## 425 2
## 426 2
## 427 3
## 428 2
## 429 2
## 430 2
## 431 2
## 432 3
## 433 1
## 434 2
## 435 2
## 436 2
## 437 2
## 438 2
## 439 2
## 440 2
## 441 1
## 442 2
## 443 2
## 444 2
## 445 2
## 446 2
## 447 1
## 448 2
## 449 1
## 450 3
## 451 2
## 452 2
## 453 2
## 454 2
## 455 2
## 456 2
## 457 2
## 458 2
## 459 2
## 460 2
## 461 1
## 462 2
## 463 1
## 464 1
## 465 1
## 466 2
## 467 2
## 468 2
## 469 3
## 470 2
## 471 2
## 472 1
## 473 2
## 474 2
## 475 2
## 476 1
## 477 2
## 478 2
## 479 2
## 480 2
## 481 2
## 482 2
## 483 1
## 484 2
## 485 2
## 486 2
## 487 2
## 488 2
## 489 2
## 490 2
## 491 1
## 492 2
## 493 2
## 494 2
## 495 2
## 496 2
## 497 2
## 498 1
## 499 2
## 500 3
## 501 2
## 502 2
## 503 1
## 504 2
## 505 2
## 506 2
## 507 2
## 508 1
## 509 1
## 510 2
## 511 2
## 512 3
## 513 1
## 514 1
## 515 3
## 516 2
## 517 2
## 518 2
## 519 2
## 520 2
## 521 1
## 522 2
## 523 2
## 524 2
## 525 2
## 526 1
## 527 2
## 528 2
## 529 2
## 530 2
## 531 2
## 532 2
## 533 2
## 534 3
## 535 2
## 536 3
## 537 2
## 538 2
## 539 2
## 540 2
## 541 2
## 542 2
## 543 3
## 544 2
## 545 2
## 546 2
## 547 2
## 548 1
## 549 2
## 550 2
## 551 2
## 552 2
## 553 1
## 554 2
## 555 3
## 556 2
## 557 2
## 558 2
## 559 2
## 560 2
## 561 1
## 562 1
## 563 2
## 564 3
## 565 2
## 566 2
## 567 2
## 568 2
## 569 2
## 570 2
## 571 2
## 572 2
## 573 1
## 574 2
## 575 2
## 576 2
## 577 2
## 578 3
## 579 1
## 580 2
## 581 2
## 582 2
## 583 2
## 584 2
## 585 2
## 586 2
## 587 3
## 588 2
## 589 2
## 590 2
## 591 3
## 592 2
## 593 1
## 594 2
## 595 2
## 596 2
## 597 2
## 598 2
## 599 2
## 600 2
## 601 3
## 602 3
## 603 2
## 604 2
## 605 2
## 606 2
## 607 1
## 608 2
## 609 2
## 610 3
## 611 2
## 612 3
## 613 2
## 614 2
## 615 2
## 616 2
## 617 2
## 618 2
## 619 2
## 620 3
## 621 1
## 622 1
## 623 2
## 624 2
## 625 1
## 626 2
## 627 2
## 628 2
## 629 1
## 630 2
## 631 2
## 632 2
## 633 2
## 634 2
## 635 2
## 636 1
## 637 2
## 638 2
## 639 2
## 640 2
## 641 2
## 642 2
## 643 3
## 644 3
## 645 3
## 646 2
## 647 3
## 648 2
## 649 2
## 650 2
## 651 2
## 652 2
## 653 1
## 654 2
## 655 1
## 656 1
## 657 2
## 658 1
## 659 2
## 660 1
## 661 1
## 662 2
## 663 2
## 664 2
## 665 3
## 666 1
## 667 1
## 668 2
## 669 2
## 670 2
## 671 2
## 672 2
## 673 1
## 674 1
## 675 2
## 676 2
## 677 2
## 678 1
## 679 1
## 680 2
## 681 2
## 682 1
## 683 2
## 684 2
## 685 2
## 686 2
## 687 1
## 688 2
## 689 2
## 690 3
## 691 1
## 692 3
## 693 2
## 694 1
## 695 1
## 696 2
## 697 1
## 698 2
## 699 1
## 700 2
## 701 2
## 702 2
## 703 3
## 704 2
## 705 2
## 706 3
## 707 2
## 708 2
## 709 2
## 710 3
## 711 2
## 712 2
## 713 2
## 714 1
## 715 3
## 716 2
## 717 2
## 718 2
## 719 1
## 720 2
## 721 2
## 722 2
## 723 1
## 724 2
## 725 2
## 726 2
## 727 1
## 728 1
## 729 2
## 730 2
## 731 2
## 732 2
## 733 1
## 734 3
## 735 2
## 736 2
## 737 2
## 738 2
## 739 2
## 740 2
## 741 2
## 742 2
## 743 2
## 744 2
## 745 2
## 746 2
## 747 2
## 748 1
## 749 2
## 750 2
## 751 1
## 752 1
## 753 1
## 754 2
## 755 2
## 756 3
## 757 2
## 758 2
## 759 2
## 760 2
## 761 2
## 762 2
## 763 3
## 764 3
## 765 2
## 766 2
## 767 2
## 768 3
## 769 2
## 770 3
## 771 1
## 772 2
## 773 1
## 774 2
## 775 1
## 776 2
## 777 2
## 778 3
## 779 3
## 780 2
## 781 2
## 782 2
## 783 2
## 784 1
## 785 3
## 786 2
## 787 2
## 788 2
## 789 2
## 790 2
## 791 2
## 792 2
## 793 2
## 794 2
## 795 3
## 796 1
## 797 2
## 798 2
## 799 3
## 800 2
## 801 1
## 802 2
## 803 2
## 804 2
## 805 3
## 806 2
## 807 2
## 808 2
## 809 2
## 810 2
## 811 3
## 812 2
## 813 2
## 814 2
## 815 2
## 816 2
## 817 2
## 818 2
## 819 2
## 820 2
## 821 2
## 822 2
## 823 2
## 824 1
## 825 2
## 826 2
## 827 2
## 828 2
## 829 1
## 830 1
## 831 3
## 832 2
## 833 2
## 834 2
## 835 3
## 836 3
## 837 2
## 838 2
## 839 2
## 840 2
## 841 2
## 842 2
## 843 1
## 844 2
## 845 2
## 846 2
## 847 2
## 848 2
## 849 2
## 850 1
## 851 2
## 852 2
## 853 2
## 854 2
## 855 2
## 856 2
## 857 2
## 858 1
## 859 2
## 860 2
## 861 1
## 862 2
## 863 3
## 864 1
## 865 2
## 866 2
## 867 3
## 868 2
## 869 2
## 870 1
## 871 1
## 872 2
## 873 2
## 874 3
## 875 2
## 876 2
## 877 3
## 878 1
## 879 1
## 880 2
## 881 2
## 882 2
## 883 2
## 884 1
## 885 2
## 886 2
## 887 2
## 888 2
## 889 2
## 890 2
## 891 2
## 892 2
## 893 2
## 894 1
## 895 2
## 896 2
## 897 2
## 898 3
## 899 2
## 900 2
## 901 2
## 902 1
## 903 2
## 904 2
## 905 2
## 906 1
## 907 1
## 908 2
## 909 2
## 910 2
## 911 2
## 912 1
## 913 2
## 914 2
## 915 2
## 916 2
## 917 2
## 918 2
## 919 2
## 920 2
## 921 2
## 922 2
## 923 2
## 924 3
## 925 2
## 926 2
## 927 2
## 928 2
## 929 3
## 930 1
## 931 3
## 932 2
## 933 2
## 934 1
## 935 2
## 936 1
## 937 2
## 938 1
## 939 2
## 940 2
## 941 2
## 942 2
## 943 2
## 944 2
## 945 2
## 946 1
## 947 2
## 948 2
## 949 1
## 950 1
## 951 3
## 952 2
## 953 2
## 954 1
## 955 3
## 956 2
## 957 2
## 958 3
## 959 2
## 960 2
## 961 2
## 962 2
## 963 1
## 964 2
## 965 2
## 966 2
## 967 2
## 968 2
## 969 1
## 970 2
## 971 2
## 972 2
## 973 1
## 974 2
## 975 2
## 976 2
## 977 2
## 978 2
## 979 2
## 980 2
## 981 2
## 982 2
## 983 2
## 984 2
## 985 2
## 986 1
## 987 1
## 988 2
## 989 1
## 990 2
## 991 2
## 992 2
## 993 2
## 994 1
## 995 3
## 996 2
## 997 1
## 998 2
## 999 2
## 1000 2
## 1001 2
## 1002 1
## 1003 2
## 1004 2
## 1005 2
## 1006 2
## 1007 2
## 1008 2
## 1009 2
## 1010 2
## 1011 1
## 1012 2
## 1013 2
## 1014 1
## 1015 1
## 1016 2
## 1017 2
## 1018 2
## 1019 2
## 1020 3
## 1021 2
## 1022 3
## 1023 2
## 1024 3
## 1025 1
## 1026 3
## 1027 2
## 1028 2
## 1029 2
## 1030 2
## 1031 2
## 1032 2
## 1033 2
## 1034 2
## 1035 3
## 1036 2
## 1037 2
## 1038 2
## 1039 2
## 1040 2
## 1041 1
## 1042 2
## 1043 2
## 1044 2
## 1045 3
## 1046 1
## 1047 2
## 1048 1
## 1049 2
## 1050 2
## 1051 2
## 1052 1
## 1053 2
## 1054 2
## 1055 1
## 1056 2
## 1057 1
## 1058 2
## 1059 2
## 1060 2
## 1061 2
## 1062 1
## 1063 1
## 1064 2
## 1065 3
## 1066 2
## 1067 2
## 1068 2
## 1069 1
## 1070 2
## 1071 2
## 1072 2
## 1073 2
## 1074 2
## 1075 2
## 1076 2
## 1077 2
## 1078 2
## 1079 2
## 1080 1
## 1081 2
## 1082 2
## 1083 1
## 1084 2
## 1085 1
## 1086 1
## 1087 2
## 1088 2
## 1089 2
## 1090 2
## 1091 2
## 1092 3
## 1093 1
## 1094 2
## 1095 3
## 1096 2
## 1097 2
## 1098 1
## 1099 2
## 1100 2
## 1101 2
## 1102 2
## 1103 3
## 1104 2
## 1105 2
## 1106 1
## 1107 2
## 1108 2
## 1109 1
## 1110 2
## 1111 3
## 1112 2
## 1113 2
## 1114 1
## 1115 2
## 1116 1
## 1117 2
## 1118 3
## 1119 2
## 1120 2
## 1121 2
## 1122 3
## 1123 1
## 1124 3
## 1125 2
## 1126 1
## 1127 1
## 1128 2
## 1129 2
## 1130 2
## 1131 1
## 1132 2
## 1133 2
## 1134 1
## 1135 2
## 1136 2
## 1137 2
## 1138 1
## 1139 2
## 1140 2
## 1141 2
## 1142 2
## 1143 2
## 1144 2
## 1145 1
## 1146 2
## 1147 2
## 1148 2
## 1149 2
## 1150 2
## 1151 1
## 1152 1
## 1153 1
## 1154 2
## 1155 2
## 1156 2
## 1157 2
## 1158 2
## 1159 2
## 1160 2
## 1161 2
## 1162 2
## 1163 1
## 1164 2
## 1165 1
## 1166 1
## 1167 2
## 1168 2
## 1169 2
## 1170 2columnsForModelSelection = c("Attrition", "JobInvolvement", "JobLevel", "JobSatisfaction", "PerformanceRating", "StockOptionLevel", "TotalWorkingYears", "WorkLifeBalance", "BusinessTravelNumeric")
topPerformingVariablesDataframe = combinedEmployeeDataframe[,columnsForModelSelection]
topPerformingVariablesDataframe## Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 1 No 3 2 4 3
## 2 No 2 5 3 3
## 3 No 3 3 4 3
## 4 No 3 3 4 3
## 5 No 3 1 4 3
## 6 No 3 3 1 4
## 7 No 4 1 3 3
## 8 No 2 2 4 3
## 9 No 3 1 3 3
## 10 No 2 2 3 3
## 11 No 2 5 3 3
## 12 No 3 1 4 3
## 13 No 3 3 3 4
## 14 No 3 1 2 3
## 15 No 3 1 1 3
## 16 No 3 2 3 3
## 17 No 3 2 1 3
## 18 No 3 2 3 3
## 19 No 4 1 4 3
## 20 No 4 2 1 3
## 21 No 2 2 2 3
## 22 No 4 2 2 3
## 23 No 3 2 3 3
## 24 No 3 2 1 3
## 25 No 2 2 4 3
## 26 No 3 5 2 3
## 27 No 3 2 2 3
## 28 Yes 3 2 1 3
## 29 Yes 3 3 1 3
## 30 No 3 1 4 3
## 31 No 1 2 4 3
## 32 No 4 1 2 3
## 33 No 1 4 2 3
## 34 No 2 1 3 3
## 35 No 2 2 4 4
## 36 No 4 1 2 4
## 37 Yes 2 3 1 3
## 38 Yes 2 2 1 3
## 39 No 3 5 2 3
## 40 No 4 1 4 3
## 41 No 3 4 2 4
## 42 No 1 2 3 3
## 43 No 3 1 1 3
## 44 No 2 5 4 4
## 45 No 3 1 3 4
## 46 No 3 1 4 3
## 47 Yes 1 2 2 3
## 48 No 2 3 3 3
## 49 Yes 3 1 2 3
## 50 No 3 1 2 3
## 51 No 3 1 1 3
## 52 No 3 5 1 4
## 53 No 4 1 4 3
## 54 No 3 2 2 3
## 55 No 3 2 4 4
## 56 No 3 1 1 4
## 57 Yes 4 1 3 3
## 58 No 3 1 1 3
## 59 No 3 3 4 3
## 60 Yes 1 1 4 3
## 61 Yes 2 3 4 3
## 62 No 3 3 3 3
## 63 No 3 1 3 3
## 64 No 3 1 3 3
## 65 Yes 3 1 2 3
## 66 No 4 1 2 3
## 67 No 1 2 4 3
## 68 No 3 1 4 3
## 69 No 3 1 1 3
## 70 No 3 1 4 3
## 71 No 3 1 4 4
## 72 No 3 2 1 3
## 73 Yes 2 2 3 3
## 74 No 3 1 4 3
## 75 Yes 3 3 2 3
## 76 No 3 2 4 4
## 77 No 2 3 3 3
## 78 No 4 4 1 3
## 79 No 2 3 4 3
## 80 No 1 1 4 3
## 81 Yes 1 2 2 3
## 82 No 3 2 3 3
## 83 No 2 2 3 3
## 84 No 4 2 1 3
## 85 No 3 2 2 3
## 86 No 2 4 4 3
## 87 No 3 2 1 3
## 88 Yes 2 1 2 4
## 89 No 3 3 3 3
## 90 No 3 5 1 3
## 91 No 3 1 4 4
## 92 Yes 2 3 1 3
## 93 Yes 2 1 3 3
## 94 No 3 2 3 3
## 95 No 3 5 2 3
## 96 No 3 2 3 4
## 97 No 3 4 2 3
## 98 No 2 2 4 3
## 99 No 3 1 2 3
## 100 No 2 1 2 3
## 101 No 3 1 1 3
## 102 No 3 3 4 3
## 103 No 3 2 3 3
## 104 No 4 1 1 3
## 105 No 4 4 2 3
## 106 No 4 1 4 4
## 107 No 3 2 3 3
## 108 No 4 5 2 3
## 109 Yes 3 2 2 4
## 110 No 3 1 1 3
## 111 No 2 1 3 3
## 112 No 3 4 4 3
## 113 No 3 3 2 3
## 114 No 3 2 1 3
## 115 No 3 2 1 3
## 116 No 3 3 2 3
## 117 No 3 2 4 3
## 118 No 2 2 2 3
## 119 No 3 1 3 3
## 120 No 3 2 4 3
## 121 No 4 3 1 3
## 122 No 3 1 1 3
## 123 No 3 3 1 3
## 124 No 2 2 4 4
## 125 No 3 2 4 3
## 126 No 3 2 4 3
## 127 Yes 1 1 1 4
## 128 No 2 2 4 3
## 129 No 2 2 3 3
## 130 No 4 4 1 3
## 131 No 2 2 2 3
## 132 No 3 2 4 3
## 133 No 2 2 4 3
## 134 No 3 2 2 4
## 135 No 2 2 3 3
## 136 No 4 2 2 4
## 137 Yes 2 1 1 3
## 138 No 3 3 3 3
## 139 Yes 3 1 1 4
## 140 No 3 3 4 3
## 141 No 3 4 2 3
## 142 No 3 1 3 3
## 143 No 3 3 3 3
## 144 No 3 2 4 3
## 145 No 4 2 3 4
## 146 No 3 2 3 3
## 147 No 3 1 2 3
## 148 No 3 2 1 3
## 149 No 3 1 2 4
## 150 No 1 2 1 4
## 151 Yes 3 2 1 3
## 152 No 3 2 4 3
## 153 No 2 2 3 3
## 154 No 4 2 2 3
## 155 No 3 1 2 3
## 156 No 3 2 3 3
## 157 No 3 2 2 3
## 158 Yes 3 4 4 3
## 159 No 3 3 1 3
## 160 No 3 3 1 3
## 161 No 2 2 4 3
## 162 Yes 2 3 1 3
## 163 No 3 2 3 3
## 164 No 4 2 1 3
## 165 No 3 3 2 3
## 166 Yes 2 1 3 3
## 167 No 3 4 2 3
## 168 No 4 4 3 3
## 169 No 3 2 1 3
## 170 No 3 1 4 4
## 171 No 3 2 4 4
## 172 No 3 2 2 3
## 173 No 3 3 3 3
## 174 No 4 3 3 3
## 175 No 3 4 3 3
## 176 No 2 1 2 3
## 177 Yes 3 5 1 3
## 178 Yes 3 1 1 3
## 179 No 3 3 4 3
## 180 No 2 2 4 4
## 181 No 2 3 2 3
## 182 No 3 2 1 3
## 183 No 4 1 3 3
## 184 No 3 3 2 3
## 185 No 3 1 3 3
## 186 No 3 1 4 4
## 187 No 4 2 3 3
## 188 No 4 4 2 3
## 189 No 3 5 2 3
## 190 No 3 2 3 3
## 191 No 3 2 4 3
## 192 No 3 3 1 3
## 193 No 3 2 3 3
## 194 No 3 2 4 3
## 195 No 2 1 4 3
## 196 No 3 1 4 3
## 197 No 3 1 4 4
## 198 No 2 4 2 3
## 199 No 2 3 4 3
## 200 No 2 1 2 4
## 201 Yes 4 4 2 3
## 202 No 3 2 2 3
## 203 No 2 2 3 3
## 204 Yes 1 1 2 3
## 205 No 3 1 2 3
## 206 No 3 1 1 3
## 207 Yes 1 2 3 3
## 208 Yes 3 2 1 3
## 209 No 3 1 1 3
## 210 No 3 3 3 3
## 211 No 2 4 2 4
## 212 No 3 5 3 3
## 213 No 4 1 4 3
## 214 No 2 2 4 3
## 215 No 2 1 4 3
## 216 No 3 1 3 3
## 217 No 3 2 3 3
## 218 No 3 4 4 3
## 219 No 3 1 3 3
## 220 No 3 1 4 4
## 221 No 3 2 4 4
## 222 Yes 3 2 1 3
## 223 No 3 2 4 4
## 224 No 2 1 3 3
## 225 No 3 1 4 3
## 226 No 3 1 2 3
## 227 No 3 1 4 3
## 228 No 4 1 2 3
## 229 No 3 2 3 4
## 230 No 2 4 3 3
## 231 No 2 2 4 3
## 232 No 3 1 4 3
## 233 Yes 1 4 3 3
## 234 No 3 2 1 3
## 235 No 3 4 4 3
## 236 Yes 2 3 3 3
## 237 No 3 5 3 3
## 238 No 3 2 4 3
## 239 No 3 1 2 3
## 240 No 2 3 1 3
## 241 No 3 3 1 4
## 242 No 3 5 2 4
## 243 No 3 1 2 4
## 244 Yes 2 1 1 3
## 245 No 2 2 4 3
## 246 No 2 1 4 3
## 247 No 3 3 4 3
## 248 No 2 1 2 3
## 249 No 3 2 4 3
## 250 No 3 4 1 3
## 251 No 2 1 3 3
## 252 No 3 2 4 3
## 253 No 2 1 3 3
## 254 Yes 4 1 1 3
## 255 No 2 3 2 3
## 256 No 3 1 3 3
## 257 No 3 1 2 3
## 258 No 3 2 1 3
## 259 No 3 3 4 3
## 260 No 3 1 3 3
## 261 Yes 2 1 4 3
## 262 Yes 2 1 1 3
## 263 Yes 3 1 4 3
## 264 No 3 1 4 3
## 265 No 3 1 3 3
## 266 No 4 1 2 3
## 267 No 3 4 1 3
## 268 Yes 3 1 2 3
## 269 No 3 2 3 4
## 270 No 3 2 1 3
## 271 No 3 2 3 4
## 272 No 3 2 2 3
## 273 No 2 2 3 4
## 274 No 2 2 1 3
## 275 No 4 5 2 3
## 276 No 3 5 1 3
## 277 No 3 1 2 3
## 278 No 3 1 4 3
## 279 Yes 2 2 3 3
## 280 No 3 2 3 3
## 281 No 3 2 4 3
## 282 No 3 1 1 3
## 283 No 3 2 4 3
## 284 No 3 2 4 3
## 285 No 4 1 3 3
## 286 No 3 2 3 3
## 287 Yes 3 1 2 4
## 288 No 3 1 4 3
## 289 No 3 3 4 3
## 290 No 3 1 4 3
## 291 No 3 1 4 3
## 292 No 3 2 2 3
## 293 No 3 1 2 3
## 294 No 3 3 2 3
## 295 No 3 4 4 4
## 296 No 3 1 3 3
## 297 No 2 2 3 3
## 298 Yes 1 2 3 4
## 299 Yes 2 1 1 4
## 300 Yes 1 1 4 3
## 301 No 3 2 2 3
## 302 No 3 3 1 4
## 303 No 2 1 2 3
## 304 No 3 2 3 3
## 305 Yes 3 1 3 4
## 306 No 2 1 4 3
## 307 No 3 1 4 3
## 308 No 2 1 4 3
## 309 No 3 2 2 3
## 310 No 4 2 2 4
## 311 No 3 2 4 3
## 312 No 3 4 3 3
## 313 Yes 3 1 3 3
## 314 No 2 2 3 3
## 315 No 3 2 1 3
## 316 No 3 2 4 3
## 317 No 3 1 3 3
## 318 No 2 2 3 3
## 319 No 2 2 4 3
## 320 No 4 1 4 3
## 321 No 2 1 2 4
## 322 No 3 1 4 3
## 323 No 2 1 4 3
## 324 No 2 2 1 4
## 325 No 2 4 4 3
## 326 No 3 1 3 3
## 327 No 3 5 4 3
## 328 No 3 2 1 3
## 329 No 2 2 2 3
## 330 No 3 4 1 3
## 331 No 3 4 3 3
## 332 Yes 1 3 4 3
## 333 Yes 3 1 2 3
## 334 No 3 3 1 3
## 335 No 2 5 4 4
## 336 Yes 2 2 3 4
## 337 No 3 2 4 3
## 338 No 3 2 4 3
## 339 Yes 3 2 3 3
## 340 No 3 1 1 3
## 341 No 2 1 1 3
## 342 No 2 1 4 3
## 343 No 2 3 4 3
## 344 No 3 1 3 4
## 345 No 3 2 1 3
## 346 No 3 4 1 3
## 347 No 3 2 3 3
## 348 No 3 2 2 4
## 349 No 1 1 3 3
## 350 No 3 4 4 3
## 351 No 3 3 1 3
## 352 No 4 2 4 3
## 353 No 2 2 4 3
## 354 No 3 2 4 3
## 355 No 3 3 3 3
## 356 No 1 2 1 3
## 357 No 2 1 2 3
## 358 Yes 2 1 2 3
## 359 No 3 2 4 4
## 360 No 3 1 4 3
## 361 No 2 5 3 3
## 362 Yes 4 1 1 3
## 363 Yes 1 5 4 3
## 364 No 3 5 3 3
## 365 No 1 5 3 3
## 366 No 4 4 1 3
## 367 No 3 2 2 3
## 368 No 3 2 1 3
## 369 No 4 1 3 3
## 370 No 4 2 4 3
## 371 No 3 2 1 3
## 372 No 3 3 1 3
## 373 No 3 3 1 3
## 374 No 3 1 2 3
## 375 No 3 1 1 3
## 376 No 1 4 4 3
## 377 Yes 4 1 1 3
## 378 No 3 2 4 3
## 379 No 1 1 4 3
## 380 Yes 3 1 3 3
## 381 No 3 5 3 3
## 382 No 3 1 3 4
## 383 No 3 2 1 3
## 384 No 3 1 1 3
## 385 Yes 3 1 3 3
## 386 No 3 3 1 3
## 387 No 3 3 3 3
## 388 No 3 2 4 3
## 389 No 3 2 4 3
## 390 Yes 2 1 2 3
## 391 No 3 2 1 3
## 392 No 2 2 4 3
## 393 No 3 1 1 3
## 394 No 2 3 1 3
## 395 No 3 1 4 3
## 396 No 3 1 4 3
## 397 No 3 4 3 3
## 398 Yes 3 1 3 3
## 399 No 3 2 3 4
## 400 No 3 3 3 3
## 401 No 1 2 4 4
## 402 No 3 2 3 3
## 403 No 3 1 3 3
## 404 No 3 3 1 3
## 405 No 2 1 1 3
## 406 No 2 4 4 3
## 407 No 2 2 4 3
## 408 No 1 1 3 3
## 409 No 2 4 4 3
## 410 No 3 4 1 4
## 411 No 2 1 1 4
## 412 No 3 3 3 3
## 413 No 3 1 2 4
## 414 No 3 2 4 3
## 415 Yes 1 1 3 3
## 416 No 3 2 4 3
## 417 No 3 1 4 3
## 418 No 4 1 4 3
## 419 No 2 2 4 3
## 420 No 2 3 3 3
## 421 No 3 2 2 3
## 422 No 3 2 3 3
## 423 Yes 1 2 3 3
## 424 No 3 1 4 3
## 425 No 2 2 1 3
## 426 No 2 3 4 3
## 427 No 3 1 3 3
## 428 No 2 1 3 3
## 429 Yes 2 1 3 3
## 430 No 2 2 1 3
## 431 No 3 2 3 3
## 432 No 3 1 3 3
## 433 Yes 2 2 1 4
## 434 No 2 1 1 3
## 435 No 2 3 2 3
## 436 No 3 2 2 3
## 437 Yes 3 1 3 3
## 438 No 3 1 1 3
## 439 Yes 2 1 3 3
## 440 No 4 2 4 3
## 441 No 3 2 3 3
## 442 No 3 1 3 3
## 443 Yes 3 1 3 3
## 444 No 3 1 4 3
## 445 No 3 5 4 3
## 446 No 3 1 4 3
## 447 No 3 2 4 3
## 448 No 4 2 1 3
## 449 No 3 2 4 3
## 450 No 2 2 1 3
## 451 No 3 2 4 3
## 452 No 3 1 2 3
## 453 Yes 3 2 4 3
## 454 No 3 2 3 3
## 455 No 2 4 1 3
## 456 No 3 5 2 3
## 457 No 3 2 4 3
## 458 No 3 2 4 4
## 459 No 3 1 1 4
## 460 No 2 2 4 3
## 461 No 3 1 3 3
## 462 No 3 1 2 3
## 463 No 3 3 4 3
## 464 No 3 2 4 4
## 465 Yes 2 1 3 3
## 466 No 3 1 4 3
## 467 No 3 1 4 4
## 468 No 4 1 4 3
## 469 Yes 1 2 1 3
## 470 No 4 2 1 3
## 471 No 3 1 2 3
## 472 Yes 2 1 4 4
## 473 No 3 3 1 3
## 474 No 3 1 4 3
## 475 No 3 1 3 3
## 476 No 3 2 4 4
## 477 No 2 2 3 3
## 478 No 3 2 3 3
## 479 No 3 1 1 3
## 480 No 4 3 4 4
## 481 No 3 2 1 3
## 482 No 3 1 4 3
## 483 No 2 2 4 3
## 484 No 3 1 1 3
## 485 Yes 3 3 4 3
## 486 Yes 3 2 4 3
## 487 Yes 3 1 4 3
## 488 No 3 1 3 3
## 489 Yes 2 3 3 3
## 490 No 3 2 3 3
## 491 No 3 5 1 3
## 492 No 3 4 1 3
## 493 No 2 2 3 3
## 494 No 2 3 2 3
## 495 No 2 2 3 3
## 496 No 3 4 3 3
## 497 No 3 1 4 4
## 498 No 3 1 4 3
## 499 No 3 2 3 3
## 500 No 1 2 3 3
## 501 Yes 2 3 1 3
## 502 Yes 2 1 3 3
## 503 Yes 3 1 3 3
## 504 No 4 3 1 3
## 505 No 3 4 3 3
## 506 No 2 2 2 3
## 507 Yes 3 1 3 3
## 508 No 3 3 2 3
## 509 No 3 1 4 3
## 510 Yes 3 5 3 3
## 511 No 3 2 4 3
## 512 No 3 3 3 4
## 513 No 3 1 3 3
## 514 No 3 3 4 3
## 515 No 3 1 4 4
## 516 No 1 2 2 3
## 517 Yes 2 1 2 3
## 518 No 3 1 2 4
## 519 No 2 2 4 3
## 520 Yes 3 1 4 3
## 521 No 2 1 4 3
## 522 Yes 3 1 2 3
## 523 No 3 3 1 3
## 524 No 2 5 3 3
## 525 No 2 1 4 3
## 526 No 2 3 2 3
## 527 No 3 2 1 3
## 528 No 3 2 1 3
## 529 No 2 1 3 3
## 530 Yes 3 1 2 3
## 531 No 2 3 3 3
## 532 No 3 2 3 3
## 533 No 4 1 3 4
## 534 No 3 2 4 3
## 535 Yes 1 1 1 3
## 536 No 4 1 4 3
## 537 No 3 3 2 3
## 538 No 3 1 3 3
## 539 Yes 3 1 2 3
## 540 No 3 2 1 3
## 541 No 3 2 3 3
## 542 No 4 1 1 3
## 543 No 2 1 3 3
## 544 No 3 2 3 3
## 545 No 2 1 1 3
## 546 No 2 1 4 3
## 547 No 3 3 2 3
## 548 No 2 2 3 3
## 549 No 2 3 2 3
## 550 No 3 1 2 3
## 551 No 2 5 3 3
## 552 No 2 1 4 3
## 553 No 2 2 4 4
## 554 No 3 1 3 3
## 555 No 2 2 4 3
## 556 No 3 2 3 3
## 557 No 3 2 3 3
## 558 No 2 1 4 3
## 559 No 3 2 2 3
## 560 No 3 2 3 3
## 561 No 3 1 2 3
## 562 No 3 4 3 3
## 563 No 3 1 2 3
## 564 No 3 3 3 4
## 565 No 1 1 3 4
## 566 No 3 1 4 3
## 567 No 2 2 1 3
## 568 Yes 2 2 1 3
## 569 No 2 2 3 3
## 570 No 3 4 3 3
## 571 No 3 2 2 4
## 572 Yes 3 1 4 3
## 573 No 2 2 4 3
## 574 No 4 2 3 4
## 575 No 3 2 2 4
## 576 No 2 2 3 3
## 577 No 2 1 1 3
## 578 No 2 1 3 3
## 579 No 3 2 3 3
## 580 No 3 2 4 3
## 581 No 3 1 4 3
## 582 No 3 4 4 3
## 583 No 1 2 4 3
## 584 No 3 2 2 4
## 585 No 3 2 4 3
## 586 No 3 2 4 3
## 587 No 1 2 4 3
## 588 Yes 2 1 1 4
## 589 No 3 1 3 3
## 590 No 3 1 1 3
## 591 No 2 1 3 3
## 592 Yes 2 2 2 4
## 593 Yes 3 1 3 3
## 594 No 3 1 1 3
## 595 No 2 3 3 3
## 596 No 4 2 1 4
## 597 No 2 3 2 3
## 598 No 2 2 3 4
## 599 No 4 2 2 4
## 600 Yes 3 1 4 3
## 601 No 3 1 2 3
## 602 No 3 2 1 3
## 603 No 4 3 1 3
## 604 No 3 1 4 3
## 605 Yes 1 1 2 3
## 606 No 4 4 3 3
## 607 No 2 2 3 3
## 608 No 4 2 1 4
## 609 No 4 1 1 3
## 610 No 2 1 4 3
## 611 No 2 2 4 3
## 612 No 2 2 3 3
## 613 Yes 3 1 1 4
## 614 Yes 2 1 2 3
## 615 No 3 3 3 3
## 616 No 2 2 4 3
## 617 No 2 1 2 3
## 618 No 3 2 1 4
## 619 No 2 3 1 3
## 620 No 2 1 3 3
## 621 Yes 2 1 4 3
## 622 No 4 2 3 3
## 623 No 4 1 4 3
## 624 No 3 3 4 3
## 625 Yes 2 1 1 3
## 626 No 3 1 3 3
## 627 No 3 2 3 3
## 628 No 2 3 4 3
## 629 No 3 3 2 3
## 630 No 2 3 2 3
## 631 No 2 1 4 4
## 632 No 3 3 4 4
## 633 No 3 2 4 3
## 634 No 3 1 4 4
## 635 No 3 3 1 3
## 636 No 2 1 4 3
## 637 No 3 4 1 3
## 638 No 3 3 3 3
## 639 No 4 1 4 3
## 640 Yes 3 1 1 3
## 641 No 3 1 3 4
## 642 No 3 2 1 3
## 643 No 2 4 1 3
## 644 Yes 1 1 1 4
## 645 Yes 2 1 1 3
## 646 No 2 3 4 3
## 647 Yes 3 1 3 3
## 648 No 1 1 3 3
## 649 No 2 2 1 3
## 650 Yes 3 1 1 3
## 651 No 2 1 1 3
## 652 No 4 2 4 3
## 653 No 3 3 3 3
## 654 No 3 3 3 4
## 655 Yes 2 1 3 3
## 656 No 3 2 1 3
## 657 No 2 3 2 3
## 658 No 3 4 4 4
## 659 No 2 2 2 3
## 660 No 2 2 2 3
## 661 No 3 2 4 3
## 662 No 2 1 3 3
## 663 No 3 3 4 3
## 664 No 3 1 4 4
## 665 No 3 2 3 4
## 666 No 4 2 3 3
## 667 No 3 3 4 3
## 668 Yes 1 1 4 3
## 669 Yes 3 2 3 3
## 670 No 3 4 4 3
## 671 No 3 3 3 3
## 672 No 3 2 4 3
## 673 No 3 2 1 3
## 674 Yes 3 1 2 3
## 675 No 4 1 3 3
## 676 No 2 5 2 3
## 677 No 3 2 2 3
## 678 No 3 2 3 3
## 679 No 3 2 2 3
## 680 No 2 1 3 3
## 681 No 2 2 1 3
## 682 No 3 1 4 4
## 683 No 3 2 3 3
## 684 No 4 3 4 3
## 685 No 3 1 4 3
## 686 No 3 3 2 4
## 687 Yes 3 3 4 3
## 688 No 2 1 2 4
## 689 Yes 2 1 4 4
## 690 No 3 1 2 3
## 691 No 3 2 3 3
## 692 Yes 3 3 2 3
## 693 No 2 2 4 4
## 694 Yes 3 1 4 4
## 695 No 1 2 4 3
## 696 No 2 1 4 3
## 697 No 2 4 4 4
## 698 No 3 2 2 3
## 699 Yes 3 1 4 3
## 700 No 3 5 2 3
## 701 No 2 1 2 3
## 702 No 3 2 3 4
## 703 No 2 3 4 3
## 704 Yes 3 1 2 3
## 705 No 3 1 3 3
## 706 No 3 2 4 3
## 707 No 3 2 4 3
## 708 No 4 1 2 3
## 709 No 2 1 3 3
## 710 No 3 4 1 3
## 711 No 3 3 1 4
## 712 No 2 4 4 3
## 713 No 4 1 2 3
## 714 No 2 3 4 3
## 715 No 2 3 1 3
## 716 Yes 1 1 3 3
## 717 No 2 2 3 3
## 718 No 3 2 3 3
## 719 Yes 3 2 4 4
## 720 No 3 3 2 3
## 721 No 3 3 3 3
## 722 No 3 2 3 3
## 723 No 3 1 1 3
## 724 No 2 3 4 3
## 725 No 3 1 3 3
## 726 No 3 2 3 3
## 727 No 3 1 4 3
## 728 No 3 1 3 3
## 729 Yes 1 1 4 3
## 730 No 3 1 4 3
## 731 No 3 2 2 4
## 732 Yes 3 2 3 3
## 733 Yes 2 1 2 3
## 734 Yes 4 2 3 3
## 735 No 3 1 4 3
## 736 No 4 2 3 3
## 737 No 2 4 4 3
## 738 No 2 2 4 3
## 739 No 3 2 3 3
## 740 No 2 2 4 3
## 741 No 2 2 3 3
## 742 No 2 3 4 4
## 743 No 3 2 4 3
## 744 No 3 1 2 3
## 745 No 3 2 3 4
## 746 No 2 1 1 3
## 747 Yes 2 1 1 3
## 748 No 2 2 1 4
## 749 No 3 1 1 3
## 750 No 3 1 4 3
## 751 Yes 3 1 4 3
## 752 Yes 3 1 2 3
## 753 No 3 4 3 3
## 754 Yes 3 3 2 4
## 755 No 3 3 3 3
## 756 No 1 1 3 3
## 757 No 3 2 4 4
## 758 No 3 2 3 3
## 759 No 3 1 3 3
## 760 Yes 1 5 2 3
## 761 Yes 2 1 1 4
## 762 No 3 4 4 3
## 763 No 1 2 2 3
## 764 No 3 2 3 3
## 765 No 3 1 4 3
## 766 No 1 2 1 3
## 767 No 4 1 3 3
## 768 No 1 3 1 3
## 769 No 3 2 4 3
## 770 No 2 2 3 3
## 771 No 2 2 4 3
## 772 No 3 3 1 4
## 773 No 3 3 3 4
## 774 Yes 2 1 3 3
## 775 No 3 3 4 3
## 776 No 4 1 3 3
## 777 No 3 1 3 4
## 778 No 3 1 1 3
## 779 No 3 1 4 4
## 780 Yes 3 1 4 3
## 781 Yes 3 1 2 4
## 782 No 2 2 3 3
## 783 No 3 1 2 3
## 784 No 3 2 3 3
## 785 No 3 2 2 3
## 786 No 3 4 2 3
## 787 No 3 3 3 3
## 788 Yes 2 2 2 3
## 789 No 2 5 1 3
## 790 No 3 1 2 3
## 791 No 2 2 1 4
## 792 No 3 1 2 3
## 793 No 2 3 3 3
## 794 No 3 3 3 3
## 795 No 3 2 4 3
## 796 Yes 3 1 1 3
## 797 No 3 4 4 3
## 798 Yes 3 1 1 3
## 799 Yes 2 1 2 4
## 800 No 4 2 1 4
## 801 No 4 2 1 3
## 802 No 3 2 4 3
## 803 No 3 4 1 3
## 804 Yes 3 3 1 4
## 805 No 3 2 2 3
## 806 No 3 3 1 3
## 807 No 4 2 3 3
## 808 No 3 1 4 4
## 809 No 3 1 4 3
## 810 No 3 1 2 3
## 811 No 3 2 1 3
## 812 No 3 1 4 3
## 813 No 3 2 3 3
## 814 No 3 5 3 3
## 815 No 2 1 2 3
## 816 No 3 1 4 3
## 817 No 2 2 4 4
## 818 No 3 3 3 3
## 819 No 2 1 4 3
## 820 Yes 3 2 3 3
## 821 No 4 1 4 3
## 822 No 3 2 4 3
## 823 No 2 2 3 4
## 824 Yes 3 1 3 3
## 825 No 3 2 3 3
## 826 No 3 5 4 3
## 827 Yes 3 3 3 3
## 828 No 3 2 1 3
## 829 No 2 1 2 3
## 830 No 3 5 2 3
## 831 No 3 2 1 3
## 832 Yes 3 1 3 3
## 833 No 2 1 1 3
## 834 No 3 1 1 4
## 835 No 2 4 2 3
## 836 No 3 3 2 3
## 837 No 3 1 3 3
## 838 No 4 2 4 3
## 839 No 2 3 2 3
## 840 No 2 5 2 3
## 841 Yes 3 1 3 3
## 842 No 2 3 1 3
## 843 No 2 4 4 4
## 844 No 3 3 4 3
## 845 No 1 2 4 3
## 846 No 3 2 1 3
## 847 No 3 1 2 3
## 848 No 4 3 4 3
## 849 Yes 2 2 3 3
## 850 No 4 1 4 3
## 851 Yes 1 2 3 3
## 852 No 2 1 3 3
## 853 No 2 2 3 3
## 854 No 4 2 1 3
## 855 No 2 2 2 3
## 856 No 3 1 3 3
## 857 Yes 3 1 1 3
## 858 No 2 3 3 4
## 859 No 3 1 1 4
## 860 Yes 3 3 4 3
## 861 No 2 1 3 3
## 862 No 2 3 4 3
## 863 Yes 4 2 4 3
## 864 No 3 4 3 3
## 865 No 3 3 4 3
## 866 No 3 3 4 3
## 867 No 3 2 4 3
## 868 No 3 2 3 3
## 869 No 3 1 3 3
## 870 No 3 2 2 3
## 871 No 3 2 4 4
## 872 No 3 1 4 3
## 873 Yes 4 4 3 3
## 874 No 4 1 2 4
## 875 No 2 1 1 3
## 876 Yes 3 2 4 3
## 877 No 3 2 2 3
## 878 Yes 2 1 3 4
## 879 No 1 1 3 4
## 880 No 2 4 2 3
## 881 Yes 3 3 4 3
## 882 No 3 1 2 4
## 883 No 3 2 3 3
## 884 No 3 2 4 3
## 885 No 2 2 2 3
## 886 Yes 3 2 3 3
## 887 No 1 2 3 3
## 888 No 3 2 1 3
## 889 No 3 2 4 4
## 890 No 3 1 3 3
## 891 No 3 2 4 3
## 892 No 3 3 2 3
## 893 Yes 2 3 4 3
## 894 No 4 2 4 4
## 895 No 3 3 2 3
## 896 No 3 3 4 3
## 897 Yes 3 3 1 4
## 898 No 3 4 3 3
## 899 No 3 2 1 3
## 900 No 3 1 3 3
## 901 No 3 1 2 3
## 902 No 3 2 3 3
## 903 No 3 2 3 3
## 904 No 3 1 4 3
## 905 No 3 4 4 3
## 906 No 3 2 2 3
## 907 No 2 3 1 3
## 908 No 3 2 4 3
## 909 Yes 3 1 3 3
## 910 No 3 1 1 3
## 911 No 1 5 4 3
## 912 No 3 1 2 3
## 913 No 3 1 1 3
## 914 No 2 3 1 3
## 915 No 3 2 3 3
## 916 No 3 2 3 3
## 917 No 3 1 1 4
## 918 No 3 2 4 3
## 919 No 3 1 2 4
## 920 No 4 1 1 4
## 921 No 3 1 2 3
## 922 No 4 1 4 3
## 923 Yes 3 2 3 3
## 924 No 4 2 1 3
## 925 No 3 4 3 4
## 926 No 4 1 3 3
## 927 No 4 2 4 3
## 928 No 1 3 3 3
## 929 No 4 1 4 3
## 930 No 3 1 4 3
## 931 No 3 2 3 3
## 932 No 3 3 4 3
## 933 No 4 3 1 3
## 934 Yes 2 1 4 3
## 935 Yes 3 1 1 3
## 936 Yes 3 1 1 3
## 937 No 3 3 1 3
## 938 Yes 1 3 4 3
## 939 No 3 2 4 3
## 940 No 3 1 2 3
## 941 Yes 3 1 1 3
## 942 No 4 3 3 3
## 943 No 3 3 1 3
## 944 No 3 2 4 3
## 945 No 2 1 3 3
## 946 No 3 2 4 3
## 947 Yes 3 1 2 3
## 948 No 3 1 4 4
## 949 Yes 3 1 3 3
## 950 Yes 4 2 3 3
## 951 No 3 1 3 4
## 952 No 3 2 1 3
## 953 No 3 2 2 3
## 954 No 3 1 4 3
## 955 No 3 2 2 3
## 956 No 1 3 3 4
## 957 No 1 3 4 3
## 958 No 3 1 3 3
## 959 No 3 3 3 3
## 960 Yes 3 5 2 3
## 961 No 3 1 4 3
## 962 No 3 2 4 3
## 963 No 2 2 1 3
## 964 No 4 2 2 3
## 965 No 2 1 4 3
## 966 No 2 5 3 3
## 967 No 2 1 1 3
## 968 No 2 3 3 3
## 969 No 3 4 1 4
## 970 Yes 3 1 2 3
## 971 No 3 2 4 3
## 972 No 3 2 4 3
## 973 No 3 1 3 3
## 974 No 2 1 2 3
## 975 No 2 2 3 3
## 976 Yes 2 1 4 3
## 977 No 2 2 3 3
## 978 Yes 3 1 1 3
## 979 No 2 3 3 4
## 980 No 2 5 3 3
## 981 No 2 1 3 4
## 982 No 2 3 4 3
## 983 No 2 1 4 3
## 984 No 2 1 3 3
## 985 No 2 2 4 3
## 986 Yes 4 1 3 3
## 987 Yes 2 1 4 3
## 988 No 3 2 4 3
## 989 No 3 3 1 3
## 990 No 2 1 2 3
## 991 No 2 2 4 3
## 992 No 4 1 3 3
## 993 No 3 2 4 3
## 994 No 3 2 2 3
## 995 No 3 2 4 3
## 996 No 3 2 3 3
## 997 No 3 1 3 3
## 998 No 3 4 4 3
## 999 No 3 3 4 3
## 1000 Yes 3 1 4 4
## 1001 No 3 2 2 4
## 1002 No 3 2 3 3
## 1003 No 3 2 2 3
## 1004 No 3 2 4 3
## 1005 No 3 1 1 3
## 1006 No 2 2 4 3
## 1007 No 3 1 3 3
## 1008 No 3 2 4 3
## 1009 No 3 5 3 3
## 1010 No 3 2 3 4
## 1011 Yes 3 3 3 3
## 1012 No 2 2 2 3
## 1013 No 2 2 2 3
## 1014 Yes 3 2 1 3
## 1015 Yes 2 2 1 3
## 1016 No 4 1 2 3
## 1017 No 2 1 1 3
## 1018 No 3 3 2 3
## 1019 No 3 3 4 3
## 1020 No 3 1 4 3
## 1021 No 3 2 2 3
## 1022 No 3 2 4 3
## 1023 No 3 2 4 3
## 1024 No 2 3 3 4
## 1025 No 2 4 1 3
## 1026 No 3 5 4 3
## 1027 No 2 2 1 3
## 1028 No 2 2 4 3
## 1029 Yes 3 2 3 3
## 1030 Yes 2 3 1 3
## 1031 No 3 2 2 3
## 1032 No 3 1 4 3
## 1033 No 2 3 4 3
## 1034 No 2 1 3 3
## 1035 No 3 2 3 3
## 1036 Yes 3 1 3 3
## 1037 No 3 2 4 4
## 1038 No 3 3 2 3
## 1039 No 3 3 3 4
## 1040 No 3 2 3 3
## 1041 Yes 2 1 2 3
## 1042 No 2 1 1 3
## 1043 No 2 3 4 3
## 1044 No 3 2 4 3
## 1045 No 3 1 3 3
## 1046 Yes 2 1 2 3
## 1047 Yes 3 2 2 3
## 1048 No 3 3 2 3
## 1049 Yes 3 1 3 3
## 1050 Yes 1 2 4 3
## 1051 Yes 2 3 4 3
## 1052 No 3 1 4 3
## 1053 No 3 2 3 3
## 1054 No 3 1 3 3
## 1055 No 3 1 4 3
## 1056 Yes 3 1 1 3
## 1057 No 2 2 1 3
## 1058 No 3 4 4 4
## 1059 No 3 2 2 3
## 1060 No 2 1 2 3
## 1061 No 4 2 3 4
## 1062 No 4 2 4 3
## 1063 No 3 2 4 4
## 1064 Yes 3 1 4 4
## 1065 No 1 2 3 3
## 1066 No 3 1 1 3
## 1067 No 3 1 3 3
## 1068 No 3 5 1 3
## 1069 No 3 2 1 3
## 1070 No 3 1 2 3
## 1071 No 4 1 4 3
## 1072 No 3 2 1 3
## 1073 No 4 1 4 3
## 1074 No 4 2 3 3
## 1075 No 2 2 1 3
## 1076 No 3 4 1 4
## 1077 No 3 5 3 3
## 1078 No 3 2 3 3
## 1079 No 3 2 2 3
## 1080 No 3 2 3 3
## 1081 No 2 1 3 3
## 1082 No 1 1 4 3
## 1083 Yes 3 1 1 3
## 1084 No 3 2 3 3
## 1085 No 2 3 3 4
## 1086 No 2 3 1 4
## 1087 No 3 2 3 3
## 1088 No 3 1 3 3
## 1089 No 3 1 4 3
## 1090 No 2 2 4 3
## 1091 No 2 2 2 3
## 1092 No 1 2 4 4
## 1093 No 3 3 4 3
## 1094 No 2 2 2 3
## 1095 No 4 2 1 3
## 1096 No 3 2 2 3
## 1097 No 2 1 1 3
## 1098 Yes 2 1 4 3
## 1099 No 3 1 2 3
## 1100 Yes 3 2 1 3
## 1101 No 3 5 3 3
## 1102 No 3 2 2 3
## 1103 No 2 2 4 3
## 1104 No 2 3 4 3
## 1105 No 3 1 4 3
## 1106 No 3 1 2 3
## 1107 No 3 1 1 3
## 1108 No 2 2 3 3
## 1109 No 3 2 3 3
## 1110 No 3 2 1 3
## 1111 No 3 2 3 3
## 1112 No 3 3 4 3
## 1113 Yes 3 3 3 3
## 1114 Yes 3 2 3 3
## 1115 No 3 3 3 4
## 1116 No 2 1 1 3
## 1117 No 3 2 2 3
## 1118 No 1 2 4 3
## 1119 No 2 3 2 3
## 1120 No 3 1 3 3
## 1121 Yes 2 3 1 3
## 1122 No 4 4 4 4
## 1123 No 1 2 1 4
## 1124 No 2 4 4 4
## 1125 No 4 1 3 3
## 1126 Yes 1 1 1 4
## 1127 Yes 3 1 3 3
## 1128 No 3 2 3 4
## 1129 No 3 4 2 3
## 1130 No 1 1 1 3
## 1131 No 3 3 3 3
## 1132 No 2 4 2 3
## 1133 No 3 2 4 3
## 1134 No 2 1 2 4
## 1135 Yes 3 1 1 4
## 1136 No 2 1 1 3
## 1137 No 3 1 1 4
## 1138 No 3 2 1 3
## 1139 No 3 3 3 3
## 1140 No 2 4 3 4
## 1141 No 2 2 4 4
## 1142 No 3 2 2 3
## 1143 No 2 3 3 3
## 1144 No 3 2 4 3
## 1145 No 3 2 4 3
## 1146 No 3 2 3 3
## 1147 No 4 2 3 3
## 1148 No 4 1 3 3
## 1149 No 3 1 4 3
## 1150 No 2 2 4 3
## 1151 No 4 1 3 3
## 1152 No 1 2 4 4
## 1153 No 3 2 3 3
## 1154 Yes 3 1 4 3
## 1155 No 3 2 1 3
## 1156 No 3 4 2 3
## 1157 Yes 2 1 3 3
## 1158 No 3 2 2 4
## 1159 No 2 1 3 3
## 1160 No 3 2 2 4
## 1161 Yes 3 1 3 3
## 1162 No 3 3 3 3
## 1163 No 3 1 4 3
## 1164 No 3 3 4 3
## 1165 Yes 2 1 3 3
## 1166 No 2 1 2 4
## 1167 No 3 3 4 4
## 1168 No 3 2 3 3
## 1169 No 2 1 3 3
## 1170 No 4 1 1 3
## StockOptionLevel TotalWorkingYears WorkLifeBalance BusinessTravelNumeric
## 1 1 8 2 2
## 2 0 21 4 2
## 3 0 10 3 1
## 4 2 14 3 2
## 5 0 6 3 1
## 6 2 9 2 1
## 7 0 7 2 2
## 8 3 8 3 2
## 9 1 1 3 2
## 10 1 8 2 1
## 11 0 21 3 2
## 12 1 3 3 3
## 13 0 17 4 2
## 14 1 1 3 2
## 15 0 10 4 2
## 16 1 9 2 3
## 17 1 8 4 2
## 18 0 7 4 3
## 19 3 6 3 2
## 20 1 10 3 2
## 21 1 13 3 2
## 22 0 12 3 2
## 23 1 10 3 1
## 24 0 10 3 1
## 25 0 6 3 2
## 26 1 26 3 2
## 27 1 10 3 2
## 28 0 6 3 2
## 29 0 15 2 2
## 30 1 5 3 3
## 31 3 9 4 1
## 32 3 14 3 2
## 33 1 28 2 2
## 34 1 10 3 2
## 35 0 8 3 2
## 36 0 5 1 1
## 37 0 15 3 2
## 38 3 16 3 2
## 39 0 36 3 2
## 40 1 3 3 1
## 41 1 37 2 3
## 42 0 9 3 2
## 43 1 17 2 2
## 44 0 24 3 2
## 45 1 1 3 2
## 46 0 12 3 1
## 47 0 10 3 2
## 48 2 9 3 2
## 49 0 0 3 1
## 50 1 6 1 3
## 51 0 8 2 2
## 52 1 32 3 2
## 53 1 10 3 2
## 54 0 9 2 3
## 55 0 11 3 2
## 56 2 5 3 2
## 57 0 7 3 1
## 58 0 10 3 2
## 59 2 15 3 3
## 60 0 1 3 1
## 61 1 16 3 2
## 62 0 10 3 2
## 63 1 3 3 2
## 64 0 0 1 3
## 65 1 1 1 2
## 66 2 7 2 2
## 67 0 17 3 2
## 68 0 5 4 2
## 69 1 5 2 1
## 70 0 17 3 2
## 71 1 12 3 2
## 72 0 6 3 2
## 73 0 8 3 2
## 74 1 6 3 2
## 75 0 10 2 2
## 76 0 12 3 1
## 77 0 10 3 2
## 78 0 27 1 2
## 79 0 23 3 3
## 80 3 1 3 2
## 81 0 15 1 2
## 82 1 17 3 2
## 83 1 10 3 1
## 84 2 13 3 2
## 85 0 18 3 2
## 86 0 30 3 2
## 87 0 20 3 2
## 88 1 5 1 2
## 89 0 9 3 1
## 90 0 22 2 2
## 91 1 1 3 1
## 92 1 11 1 2
## 93 0 7 3 2
## 94 0 10 3 2
## 95 0 21 3 2
## 96 0 20 3 2
## 97 1 23 4 2
## 98 1 17 4 3
## 99 3 4 3 1
## 100 1 7 2 2
## 101 0 6 4 2
## 102 1 13 3 2
## 103 1 6 3 3
## 104 1 5 4 2
## 105 0 35 2 2
## 106 1 8 3 2
## 107 1 10 3 3
## 108 1 35 3 2
## 109 1 13 4 2
## 110 0 4 3 2
## 111 1 3 3 1
## 112 1 26 2 2
## 113 0 18 3 2
## 114 1 16 4 3
## 115 3 15 3 2
## 116 0 10 3 3
## 117 0 5 3 2
## 118 1 10 3 2
## 119 1 13 3 2
## 120 0 14 4 2
## 121 1 10 3 3
## 122 0 2 3 2
## 123 1 18 3 2
## 124 0 8 3 2
## 125 0 10 2 1
## 126 0 10 3 2
## 127 0 10 3 1
## 128 2 10 2 2
## 129 0 20 1 2
## 130 1 25 3 2
## 131 1 10 2 2
## 132 0 8 4 2
## 133 3 7 4 1
## 134 0 7 3 2
## 135 1 9 4 1
## 136 1 8 3 1
## 137 1 1 3 2
## 138 1 22 3 2
## 139 0 8 1 2
## 140 0 12 3 2
## 141 1 33 3 2
## 142 2 2 3 2
## 143 1 13 3 2
## 144 1 7 4 2
## 145 3 15 3 2
## 146 1 4 2 3
## 147 1 8 3 2
## 148 1 8 1 2
## 149 0 6 3 2
## 150 1 6 2 2
## 151 0 9 1 2
## 152 0 10 2 2
## 153 1 13 2 2
## 154 0 11 1 2
## 155 2 1 3 2
## 156 1 4 4 3
## 157 1 15 3 2
## 158 3 21 3 1
## 159 1 18 3 1
## 160 0 20 3 1
## 161 2 10 2 2
## 162 0 10 2 3
## 163 0 6 3 2
## 164 0 10 3 2
## 165 2 12 2 2
## 166 0 2 2 2
## 167 2 27 3 2
## 168 1 10 3 2
## 169 2 18 3 2
## 170 1 11 3 2
## 171 1 10 2 2
## 172 1 16 4 3
## 173 0 28 2 1
## 174 2 10 3 2
## 175 1 22 4 2
## 176 0 2 4 2
## 177 1 24 3 2
## 178 1 6 3 1
## 179 0 9 3 1
## 180 0 12 4 2
## 181 1 15 4 2
## 182 1 11 3 2
## 183 0 18 3 1
## 184 0 9 3 2
## 185 1 8 3 1
## 186 1 5 2 2
## 187 2 7 3 1
## 188 3 29 3 2
## 189 2 28 2 2
## 190 0 5 4 3
## 191 2 11 3 2
## 192 2 9 3 1
## 193 1 19 2 2
## 194 1 14 3 2
## 195 0 5 3 2
## 196 0 1 2 2
## 197 2 10 3 2
## 198 1 22 3 2
## 199 1 24 3 2
## 200 1 1 3 2
## 201 0 22 2 3
## 202 2 10 3 2
## 203 1 14 3 2
## 204 0 10 3 2
## 205 1 6 3 2
## 206 0 8 3 2
## 207 0 7 2 2
## 208 0 17 3 2
## 209 1 8 3 2
## 210 1 12 3 2
## 211 1 21 3 2
## 212 0 21 4 2
## 213 0 4 3 2
## 214 1 8 3 2
## 215 0 5 3 2
## 216 1 8 4 2
## 217 1 18 3 2
## 218 1 24 3 1
## 219 0 5 2 2
## 220 0 8 2 2
## 221 0 6 3 2
## 222 2 5 3 1
## 223 1 7 3 3
## 224 1 1 1 2
## 225 2 10 4 2
## 226 0 12 2 2
## 227 1 1 3 2
## 228 1 4 2 2
## 229 1 4 2 2
## 230 1 30 3 2
## 231 2 10 3 2
## 232 0 2 3 2
## 233 0 25 1 1
## 234 1 16 3 2
## 235 2 25 4 1
## 236 0 17 1 2
## 237 0 24 2 2
## 238 1 6 2 2
## 239 0 6 3 2
## 240 3 19 3 2
## 241 1 10 2 2
## 242 0 22 3 1
## 243 1 6 3 2
## 244 0 6 3 2
## 245 1 10 2 2
## 246 3 8 3 2
## 247 0 11 2 2
## 248 1 3 3 2
## 249 2 12 2 1
## 250 1 22 3 2
## 251 3 1 2 3
## 252 2 12 3 3
## 253 0 1 3 2
## 254 0 2 3 2
## 255 1 16 3 3
## 256 0 7 2 3
## 257 1 2 2 1
## 258 2 8 3 2
## 259 3 9 3 2
## 260 1 7 2 2
## 261 0 3 4 1
## 262 0 11 1 2
## 263 1 8 1 2
## 264 1 3 3 1
## 265 1 6 3 2
## 266 1 6 3 2
## 267 2 16 2 1
## 268 0 1 3 2
## 269 3 9 3 1
## 270 1 7 2 2
## 271 2 10 4 3
## 272 1 11 3 2
## 273 1 9 3 2
## 274 2 11 2 2
## 275 0 36 3 2
## 276 1 28 3 2
## 277 1 2 3 2
## 278 0 9 3 1
## 279 0 6 3 2
## 280 0 4 3 2
## 281 1 10 3 2
## 282 0 20 3 2
## 283 1 12 3 2
## 284 3 13 3 2
## 285 1 7 4 2
## 286 1 15 3 2
## 287 0 1 3 2
## 288 1 3 3 2
## 289 1 10 3 1
## 290 1 3 2 2
## 291 2 8 3 2
## 292 1 11 3 3
## 293 0 7 2 2
## 294 2 14 1 3
## 295 0 21 3 2
## 296 1 5 3 2
## 297 0 10 2 1
## 298 0 9 3 1
## 299 0 4 3 3
## 300 0 5 2 2
## 301 1 10 3 1
## 302 1 9 2 1
## 303 1 8 3 2
## 304 0 10 3 2
## 305 0 7 3 2
## 306 0 6 2 3
## 307 0 8 3 2
## 308 3 6 3 3
## 309 2 17 3 1
## 310 1 4 3 2
## 311 1 9 2 2
## 312 0 22 3 2
## 313 0 7 1 1
## 314 0 10 3 2
## 315 0 10 3 2
## 316 0 9 3 2
## 317 1 6 3 1
## 318 0 4 2 2
## 319 2 8 4 2
## 320 0 1 3 2
## 321 0 5 3 3
## 322 1 10 2 2
## 323 1 10 2 1
## 324 3 19 3 2
## 325 1 21 3 2
## 326 0 1 3 2
## 327 1 23 2 2
## 328 1 9 2 2
## 329 1 20 3 1
## 330 1 21 3 2
## 331 0 23 3 2
## 332 0 14 2 2
## 333 3 6 2 1
## 334 0 9 3 2
## 335 1 30 3 3
## 336 0 14 3 1
## 337 1 5 3 1
## 338 0 7 2 1
## 339 0 5 3 1
## 340 1 1 3 2
## 341 1 6 4 2
## 342 1 2 3 1
## 343 1 9 3 2
## 344 1 1 3 1
## 345 3 8 3 2
## 346 0 21 3 2
## 347 0 5 2 1
## 348 1 6 1 1
## 349 0 6 3 3
## 350 0 30 2 2
## 351 1 18 4 2
## 352 1 10 2 2
## 353 1 16 1 1
## 354 0 8 3 3
## 355 1 23 4 2
## 356 0 15 3 2
## 357 0 5 2 2
## 358 0 6 4 2
## 359 1 9 3 2
## 360 1 16 3 2
## 361 1 34 3 2
## 362 0 1 3 1
## 363 1 33 3 2
## 364 1 22 3 2
## 365 1 23 3 2
## 366 3 36 2 1
## 367 2 15 4 1
## 368 0 9 4 2
## 369 1 4 3 2
## 370 0 10 2 2
## 371 1 4 3 1
## 372 0 10 3 3
## 373 1 24 3 1
## 374 1 8 1 2
## 375 0 2 3 2
## 376 0 32 3 1
## 377 0 18 3 2
## 378 2 14 3 2
## 379 1 6 2 2
## 380 0 7 3 2
## 381 1 21 3 2
## 382 1 8 3 2
## 383 3 15 3 2
## 384 1 3 3 2
## 385 3 18 4 2
## 386 1 15 3 2
## 387 0 10 4 1
## 388 2 8 4 2
## 389 0 17 2 2
## 390 0 3 3 1
## 391 1 6 3 2
## 392 1 5 2 2
## 393 1 4 4 3
## 394 0 22 4 1
## 395 0 8 3 1
## 396 1 3 1 2
## 397 0 26 1 2
## 398 0 2 3 2
## 399 1 13 2 3
## 400 0 16 2 1
## 401 0 11 3 2
## 402 1 11 3 3
## 403 0 7 3 2
## 404 2 9 3 2
## 405 0 6 2 2
## 406 1 21 2 2
## 407 2 13 3 2
## 408 1 7 3 2
## 409 0 31 3 2
## 410 1 22 3 2
## 411 0 6 3 2
## 412 0 10 3 2
## 413 0 8 3 2
## 414 0 4 4 1
## 415 1 3 2 1
## 416 1 15 3 3
## 417 0 12 2 3
## 418 2 4 3 1
## 419 1 14 2 2
## 420 0 10 3 2
## 421 0 5 3 2
## 422 2 15 3 3
## 423 0 12 2 2
## 424 0 0 4 3
## 425 1 5 3 2
## 426 1 18 3 2
## 427 2 1 2 3
## 428 0 3 4 2
## 429 0 4 1 2
## 430 1 13 3 2
## 431 0 5 3 2
## 432 1 6 3 3
## 433 0 20 3 1
## 434 1 1 3 2
## 435 1 11 2 2
## 436 1 8 3 2
## 437 0 5 2 2
## 438 0 8 2 2
## 439 0 3 3 2
## 440 0 10 2 2
## 441 0 10 3 1
## 442 1 9 3 2
## 443 0 5 1 2
## 444 3 8 3 2
## 445 1 24 3 2
## 446 1 17 2 2
## 447 2 19 4 1
## 448 2 10 2 2
## 449 0 10 3 1
## 450 1 10 3 3
## 451 1 10 3 2
## 452 0 6 2 2
## 453 0 10 3 2
## 454 0 10 2 2
## 455 1 21 1 2
## 456 0 21 2 2
## 457 2 10 3 2
## 458 0 11 1 2
## 459 1 5 4 2
## 460 0 10 2 2
## 461 1 8 3 1
## 462 0 15 3 2
## 463 0 16 3 1
## 464 0 9 2 1
## 465 1 6 3 1
## 466 0 6 3 2
## 467 0 7 2 2
## 468 0 5 3 2
## 469 0 7 3 3
## 470 2 5 3 2
## 471 1 6 2 2
## 472 0 1 2 1
## 473 0 17 4 2
## 474 0 9 2 2
## 475 1 4 2 2
## 476 0 14 3 1
## 477 2 9 3 2
## 478 2 8 3 2
## 479 0 12 1 2
## 480 1 16 3 2
## 481 1 6 2 2
## 482 1 8 3 2
## 483 0 16 3 1
## 484 1 19 3 2
## 485 1 40 2 2
## 486 0 8 1 2
## 487 0 1 2 2
## 488 1 5 2 2
## 489 0 23 3 2
## 490 0 10 3 2
## 491 0 22 3 1
## 492 0 25 3 2
## 493 0 8 3 2
## 494 0 11 1 2
## 495 1 10 3 2
## 496 1 29 2 2
## 497 2 8 2 2
## 498 3 4 2 1
## 499 2 17 2 2
## 500 1 10 3 3
## 501 0 31 2 2
## 502 0 6 3 2
## 503 2 19 3 1
## 504 1 10 3 2
## 505 2 26 4 2
## 506 1 12 3 2
## 507 0 1 3 2
## 508 0 14 3 1
## 509 1 13 3 1
## 510 0 23 3 2
## 511 1 10 3 2
## 512 1 13 3 3
## 513 1 10 2 1
## 514 0 15 3 1
## 515 0 3 2 3
## 516 1 13 3 2
## 517 3 1 3 2
## 518 3 7 2 2
## 519 1 10 3 2
## 520 0 5 3 2
## 521 0 6 3 1
## 522 3 1 3 2
## 523 1 25 3 2
## 524 1 31 3 2
## 525 1 7 3 2
## 526 1 30 3 1
## 527 1 9 4 2
## 528 0 6 2 2
## 529 0 6 3 2
## 530 3 7 3 2
## 531 1 20 2 2
## 532 0 15 3 2
## 533 1 10 3 2
## 534 1 9 3 3
## 535 0 7 2 2
## 536 3 7 4 3
## 537 0 10 3 2
## 538 1 4 3 2
## 539 0 6 3 2
## 540 0 9 4 2
## 541 3 10 2 2
## 542 1 14 3 2
## 543 1 1 2 3
## 544 0 14 3 2
## 545 0 6 3 2
## 546 0 10 3 2
## 547 1 29 2 2
## 548 0 10 3 1
## 549 1 19 3 2
## 550 0 6 3 2
## 551 1 22 3 2
## 552 1 6 3 2
## 553 0 10 2 1
## 554 2 13 2 2
## 555 1 5 1 3
## 556 1 17 2 2
## 557 0 19 3 2
## 558 1 6 3 2
## 559 1 10 2 2
## 560 1 8 3 2
## 561 0 13 2 1
## 562 0 23 3 1
## 563 1 4 3 2
## 564 1 13 4 3
## 565 2 7 3 2
## 566 0 6 3 2
## 567 0 9 3 2
## 568 1 10 3 2
## 569 0 10 3 2
## 570 1 22 3 2
## 571 1 14 3 2
## 572 0 1 2 2
## 573 1 7 3 1
## 574 2 10 3 2
## 575 2 6 4 2
## 576 1 7 4 2
## 577 0 20 2 2
## 578 0 7 3 3
## 579 0 10 1 1
## 580 2 6 3 2
## 581 3 7 2 2
## 582 0 16 3 2
## 583 1 15 3 2
## 584 0 8 3 2
## 585 0 9 4 2
## 586 1 15 4 2
## 587 3 17 3 3
## 588 0 10 3 2
## 589 0 8 3 2
## 590 1 4 3 2
## 591 0 4 2 3
## 592 0 16 4 2
## 593 1 5 4 1
## 594 1 10 2 2
## 595 2 18 3 2
## 596 1 9 3 2
## 597 0 16 3 2
## 598 1 20 3 2
## 599 1 6 3 2
## 600 1 6 2 2
## 601 1 1 3 3
## 602 1 9 2 3
## 603 3 9 2 2
## 604 1 10 3 2
## 605 0 2 3 2
## 606 0 32 3 2
## 607 0 20 2 1
## 608 1 8 3 2
## 609 0 8 3 2
## 610 0 3 2 3
## 611 1 10 3 2
## 612 0 10 3 3
## 613 0 13 4 2
## 614 0 1 4 2
## 615 1 10 4 2
## 616 1 15 4 2
## 617 0 8 3 2
## 618 1 9 2 2
## 619 1 9 3 2
## 620 2 1 3 3
## 621 0 1 3 1
## 622 0 20 4 1
## 623 0 10 3 2
## 624 0 9 3 2
## 625 0 8 2 1
## 626 3 5 3 2
## 627 2 5 3 2
## 628 1 12 3 2
## 629 1 23 3 1
## 630 0 9 4 2
## 631 1 19 4 2
## 632 0 14 2 2
## 633 0 19 3 2
## 634 1 7 3 2
## 635 1 10 2 2
## 636 1 2 4 1
## 637 1 23 3 2
## 638 1 9 2 2
## 639 2 6 3 2
## 640 1 5 3 2
## 641 1 1 3 2
## 642 1 15 3 2
## 643 0 31 4 3
## 644 1 5 3 3
## 645 1 5 1 3
## 646 1 15 2 2
## 647 0 0 3 3
## 648 3 3 4 2
## 649 0 16 3 2
## 650 0 10 1 2
## 651 0 3 3 2
## 652 1 12 3 2
## 653 0 20 2 1
## 654 1 15 1 2
## 655 0 4 3 1
## 656 1 5 3 1
## 657 2 16 1 2
## 658 1 26 3 1
## 659 0 8 3 2
## 660 0 6 3 1
## 661 2 10 3 1
## 662 1 14 3 2
## 663 1 13 2 2
## 664 1 3 2 2
## 665 0 10 3 3
## 666 0 10 4 1
## 667 1 11 3 1
## 668 3 8 3 2
## 669 1 10 3 2
## 670 0 36 3 2
## 671 0 16 4 2
## 672 2 6 3 2
## 673 0 5 3 1
## 674 1 10 2 1
## 675 0 5 3 2
## 676 1 26 3 2
## 677 1 10 3 2
## 678 1 10 4 1
## 679 3 18 3 1
## 680 0 13 4 2
## 681 0 5 4 2
## 682 1 8 3 1
## 683 2 10 2 2
## 684 1 12 1 2
## 685 1 5 1 2
## 686 1 13 4 2
## 687 0 9 3 1
## 688 0 7 3 2
## 689 0 1 2 2
## 690 3 13 3 3
## 691 0 10 3 1
## 692 1 10 2 3
## 693 0 14 3 2
## 694 0 3 3 1
## 695 2 6 2 1
## 696 0 3 2 2
## 697 1 23 3 1
## 698 0 16 4 2
## 699 0 0 4 1
## 700 1 25 3 2
## 701 0 1 3 2
## 702 0 6 2 2
## 703 1 16 2 3
## 704 0 6 3 2
## 705 0 7 2 2
## 706 0 16 3 3
## 707 1 14 2 2
## 708 0 8 3 2
## 709 1 5 3 2
## 710 1 31 3 3
## 711 2 9 3 2
## 712 1 32 2 2
## 713 0 7 2 2
## 714 1 16 3 1
## 715 0 10 3 3
## 716 1 1 3 2
## 717 1 10 3 2
## 718 0 10 4 2
## 719 0 13 4 1
## 720 3 10 2 2
## 721 1 10 3 2
## 722 3 9 2 2
## 723 2 10 3 1
## 724 0 15 2 2
## 725 0 8 3 2
## 726 2 5 3 2
## 727 1 10 3 1
## 728 1 5 4 1
## 729 0 1 1 2
## 730 1 3 3 2
## 731 1 4 4 2
## 732 0 12 2 2
## 733 0 1 3 1
## 734 0 6 3 3
## 735 0 1 1 2
## 736 0 9 2 2
## 737 1 21 2 2
## 738 0 13 3 2
## 739 0 5 3 2
## 740 0 9 3 2
## 741 0 6 3 2
## 742 1 10 2 2
## 743 0 10 3 2
## 744 0 3 1 2
## 745 1 6 2 2
## 746 3 2 3 2
## 747 3 4 3 2
## 748 0 14 3 1
## 749 3 6 4 2
## 750 0 4 4 2
## 751 0 2 3 1
## 752 0 3 4 1
## 753 1 32 3 1
## 754 3 14 3 2
## 755 1 16 1 2
## 756 0 9 3 3
## 757 1 10 1 2
## 758 1 20 2 2
## 759 1 7 2 2
## 760 0 26 3 2
## 761 0 3 3 2
## 762 1 26 2 2
## 763 0 19 3 3
## 764 1 19 3 3
## 765 1 4 1 2
## 766 0 10 3 2
## 767 0 10 3 2
## 768 1 20 3 3
## 769 1 12 2 2
## 770 1 15 3 3
## 771 0 9 2 1
## 772 3 24 3 2
## 773 0 20 3 1
## 774 1 2 2 2
## 775 1 24 1 1
## 776 0 2 3 2
## 777 1 6 4 2
## 778 3 1 3 3
## 779 0 7 3 3
## 780 3 4 4 2
## 781 0 4 2 2
## 782 0 20 3 2
## 783 1 7 4 2
## 784 1 10 2 1
## 785 1 4 1 3
## 786 0 9 4 2
## 787 0 15 3 2
## 788 0 11 2 2
## 789 3 34 3 2
## 790 0 2 2 2
## 791 1 10 3 2
## 792 0 9 3 2
## 793 1 10 4 2
## 794 3 17 3 2
## 795 2 7 3 3
## 796 0 10 3 1
## 797 0 21 3 2
## 798 0 1 3 2
## 799 0 1 4 3
## 800 1 13 3 2
## 801 2 10 3 1
## 802 0 10 4 2
## 803 0 21 3 2
## 804 0 9 3 2
## 805 1 17 4 3
## 806 1 15 3 2
## 807 0 6 2 2
## 808 2 2 3 2
## 809 1 10 2 2
## 810 1 6 2 2
## 811 2 12 3 3
## 812 1 7 2 2
## 813 1 5 4 2
## 814 1 27 3 2
## 815 1 3 3 2
## 816 1 15 3 2
## 817 0 12 2 2
## 818 0 14 4 2
## 819 0 6 3 2
## 820 0 6 3 2
## 821 2 6 3 2
## 822 1 10 3 2
## 823 2 8 3 2
## 824 1 2 2 1
## 825 2 7 3 2
## 826 2 23 3 2
## 827 3 10 3 2
## 828 0 4 3 2
## 829 1 9 2 1
## 830 1 32 3 1
## 831 1 9 3 3
## 832 0 0 2 2
## 833 3 6 3 2
## 834 0 1 3 2
## 835 1 34 3 3
## 836 1 9 3 3
## 837 0 8 3 2
## 838 0 10 3 2
## 839 1 28 3 2
## 840 0 29 3 2
## 841 0 0 3 2
## 842 0 10 2 2
## 843 0 31 3 1
## 844 1 10 2 2
## 845 0 6 3 2
## 846 1 10 3 2
## 847 0 1 3 2
## 848 3 19 2 2
## 849 2 8 3 2
## 850 1 8 3 1
## 851 1 4 3 2
## 852 0 10 3 2
## 853 0 10 3 2
## 854 0 9 3 2
## 855 0 4 3 2
## 856 1 1 3 2
## 857 0 8 3 2
## 858 1 10 3 1
## 859 1 7 3 2
## 860 1 10 3 2
## 861 0 8 2 1
## 862 0 23 4 2
## 863 0 9 2 3
## 864 2 28 2 1
## 865 2 10 4 2
## 866 0 11 3 2
## 867 0 4 3 3
## 868 1 11 2 2
## 869 1 7 2 2
## 870 0 10 3 1
## 871 1 7 3 1
## 872 0 5 3 2
## 873 0 24 2 2
## 874 0 5 3 3
## 875 2 7 3 2
## 876 1 19 4 2
## 877 1 8 4 3
## 878 0 2 1 1
## 879 3 10 2 1
## 880 0 29 2 2
## 881 1 28 4 2
## 882 1 7 3 2
## 883 1 6 2 2
## 884 1 5 3 1
## 885 2 10 3 2
## 886 1 4 4 2
## 887 2 11 3 2
## 888 1 7 3 2
## 889 1 10 2 2
## 890 0 6 1 2
## 891 0 9 3 2
## 892 1 9 3 2
## 893 0 9 3 2
## 894 2 6 3 1
## 895 2 29 3 2
## 896 1 12 2 2
## 897 0 11 2 2
## 898 0 21 2 3
## 899 0 10 4 2
## 900 1 6 3 2
## 901 1 6 3 2
## 902 1 11 2 1
## 903 1 18 3 2
## 904 2 8 2 2
## 905 1 26 4 2
## 906 1 4 3 1
## 907 1 21 2 1
## 908 2 8 2 2
## 909 0 2 2 2
## 910 0 1 3 2
## 911 1 25 3 2
## 912 1 7 3 1
## 913 1 7 2 2
## 914 0 14 3 2
## 915 0 8 3 2
## 916 0 5 3 2
## 917 1 3 3 2
## 918 0 5 3 2
## 919 0 1 3 2
## 920 3 12 2 2
## 921 0 4 3 2
## 922 0 1 3 2
## 923 1 9 2 2
## 924 1 10 4 3
## 925 1 36 3 2
## 926 1 10 3 2
## 927 2 10 4 2
## 928 1 20 3 2
## 929 2 1 2 3
## 930 0 8 2 1
## 931 1 15 3 3
## 932 0 10 3 2
## 933 1 10 3 2
## 934 1 3 2 1
## 935 0 1 3 2
## 936 0 4 2 1
## 937 1 17 3 2
## 938 0 18 3 1
## 939 0 18 3 2
## 940 1 1 3 2
## 941 0 15 1 2
## 942 1 11 3 2
## 943 0 28 2 2
## 944 1 4 3 2
## 945 0 0 3 2
## 946 1 6 4 1
## 947 0 1 3 2
## 948 2 3 1 2
## 949 1 8 2 1
## 950 0 8 3 1
## 951 2 10 2 3
## 952 1 8 2 2
## 953 0 8 2 2
## 954 0 6 2 1
## 955 0 9 2 3
## 956 2 9 4 2
## 957 0 37 2 2
## 958 0 10 3 3
## 959 0 21 3 2
## 960 0 40 3 2
## 961 0 6 3 2
## 962 2 9 3 2
## 963 1 13 2 1
## 964 1 12 1 2
## 965 2 2 3 2
## 966 1 29 2 2
## 967 0 5 1 2
## 968 2 10 3 2
## 969 1 32 3 1
## 970 1 5 3 2
## 971 0 7 3 2
## 972 2 10 1 2
## 973 0 5 2 1
## 974 0 1 4 2
## 975 2 5 3 2
## 976 0 4 2 2
## 977 0 19 3 2
## 978 0 6 3 2
## 979 1 17 3 2
## 980 1 23 4 2
## 981 2 6 3 2
## 982 1 15 3 2
## 983 0 6 2 2
## 984 0 5 3 2
## 985 1 8 2 2
## 986 0 8 3 1
## 987 1 1 3 1
## 988 1 7 2 2
## 989 0 21 3 1
## 990 0 3 3 2
## 991 2 13 3 2
## 992 1 5 3 2
## 993 0 12 1 2
## 994 3 5 3 1
## 995 0 6 3 3
## 996 0 16 3 2
## 997 1 3 2 1
## 998 0 29 2 2
## 999 1 12 3 2
## 1000 0 1 1 2
## 1001 1 16 3 2
## 1002 0 5 3 1
## 1003 2 10 2 2
## 1004 3 20 3 2
## 1005 1 10 2 2
## 1006 0 9 2 2
## 1007 0 2 3 2
## 1008 1 10 3 2
## 1009 1 26 3 2
## 1010 1 13 1 2
## 1011 2 17 3 1
## 1012 1 12 3 2
## 1013 0 13 3 2
## 1014 1 11 2 1
## 1015 0 9 2 1
## 1016 1 8 3 2
## 1017 1 10 3 2
## 1018 2 10 3 2
## 1019 1 12 3 2
## 1020 0 0 3 3
## 1021 1 9 4 2
## 1022 0 7 3 3
## 1023 3 7 3 2
## 1024 1 25 2 3
## 1025 1 21 2 1
## 1026 0 21 2 3
## 1027 0 9 3 2
## 1028 0 5 3 2
## 1029 0 4 3 2
## 1030 1 24 3 2
## 1031 3 4 2 2
## 1032 0 10 3 2
## 1033 1 9 3 2
## 1034 1 1 2 2
## 1035 2 11 4 3
## 1036 0 1 3 2
## 1037 0 6 2 2
## 1038 1 16 4 2
## 1039 0 9 3 2
## 1040 1 11 2 2
## 1041 0 6 4 1
## 1042 0 6 3 2
## 1043 2 10 3 2
## 1044 1 18 2 2
## 1045 0 5 2 3
## 1046 2 1 3 1
## 1047 2 7 3 2
## 1048 2 12 3 1
## 1049 0 8 3 2
## 1050 2 7 2 2
## 1051 1 34 3 2
## 1052 0 8 3 1
## 1053 0 8 3 2
## 1054 1 6 3 2
## 1055 0 6 2 1
## 1056 1 6 3 2
## 1057 1 6 3 1
## 1058 1 22 3 2
## 1059 0 19 2 2
## 1060 0 6 1 2
## 1061 1 13 2 2
## 1062 1 9 3 1
## 1063 1 15 1 1
## 1064 1 3 3 2
## 1065 1 12 3 3
## 1066 1 5 4 2
## 1067 3 20 3 2
## 1068 0 33 1 2
## 1069 2 5 3 1
## 1070 1 4 3 2
## 1071 1 5 3 2
## 1072 1 13 1 2
## 1073 0 2 3 2
## 1074 1 10 3 2
## 1075 1 6 3 2
## 1076 0 28 3 2
## 1077 1 26 2 2
## 1078 1 10 3 2
## 1079 0 10 3 2
## 1080 1 19 3 1
## 1081 0 8 3 2
## 1082 1 4 3 2
## 1083 1 1 2 1
## 1084 0 15 3 2
## 1085 0 10 3 1
## 1086 1 20 3 1
## 1087 1 6 3 2
## 1088 1 6 1 2
## 1089 1 6 3 2
## 1090 0 6 3 2
## 1091 2 7 3 2
## 1092 1 15 2 3
## 1093 3 10 3 1
## 1094 1 7 4 2
## 1095 2 6 3 3
## 1096 1 8 2 2
## 1097 1 17 2 2
## 1098 1 6 2 1
## 1099 1 8 3 2
## 1100 0 10 1 2
## 1101 1 21 3 2
## 1102 2 8 3 2
## 1103 1 13 3 3
## 1104 1 35 3 2
## 1105 0 8 3 2
## 1106 2 8 2 1
## 1107 2 9 2 2
## 1108 0 10 4 2
## 1109 0 7 3 1
## 1110 1 6 1 2
## 1111 1 15 3 3
## 1112 1 14 1 2
## 1113 0 15 4 2
## 1114 1 18 3 1
## 1115 0 25 3 2
## 1116 1 8 2 1
## 1117 0 18 2 2
## 1118 3 10 3 3
## 1119 1 24 3 2
## 1120 2 8 3 2
## 1121 1 20 3 2
## 1122 0 27 2 3
## 1123 0 10 3 1
## 1124 1 22 3 3
## 1125 0 2 2 2
## 1126 0 1 4 1
## 1127 1 6 3 1
## 1128 1 9 3 2
## 1129 0 22 3 2
## 1130 1 4 2 2
## 1131 1 9 3 1
## 1132 2 21 3 2
## 1133 2 10 3 2
## 1134 0 4 3 1
## 1135 0 10 4 2
## 1136 2 6 3 2
## 1137 1 17 3 2
## 1138 1 10 3 1
## 1139 2 17 2 2
## 1140 1 14 3 2
## 1141 1 10 3 2
## 1142 1 10 3 2
## 1143 0 27 3 2
## 1144 0 4 3 2
## 1145 0 14 3 1
## 1146 0 8 3 2
## 1147 0 6 4 2
## 1148 1 4 2 2
## 1149 3 3 3 2
## 1150 3 11 3 2
## 1151 3 4 3 1
## 1152 0 8 3 1
## 1153 0 20 2 1
## 1154 0 1 2 2
## 1155 0 16 2 2
## 1156 0 21 3 2
## 1157 3 5 3 2
## 1158 1 15 3 2
## 1159 1 4 3 2
## 1160 2 7 3 2
## 1161 0 6 3 2
## 1162 0 10 4 2
## 1163 0 11 4 1
## 1164 0 12 4 2
## 1165 1 8 3 1
## 1166 1 2 3 1
## 1167 1 14 3 2
## 1168 0 6 3 2
## 1169 2 6 2 2
## 1170 1 8 2 2#Seperate the yes/no attrition observations into 2 dataframes
noAttritionTrainingDataframe = topPerformingVariablesDataframe[topPerformingVariablesDataframe$Attrition == 'No',]
yesAttritionTrainingDataframe = topPerformingVariablesDataframe[topPerformingVariablesDataframe$Attrition == 'Yes',]
trainingPercent = nrow(yesAttritionTrainingDataframe) / nrow(noAttritionTrainingDataframe)
maxKvalue = 5
iterations = 30
columnCombinations = c(2,3,4,5,6,7,8,9)
noAttritionTrainingDataframe## Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 1 No 3 2 4 3
## 2 No 2 5 3 3
## 3 No 3 3 4 3
## 4 No 3 3 4 3
## 5 No 3 1 4 3
## 6 No 3 3 1 4
## 7 No 4 1 3 3
## 8 No 2 2 4 3
## 9 No 3 1 3 3
## 10 No 2 2 3 3
## 11 No 2 5 3 3
## 12 No 3 1 4 3
## 13 No 3 3 3 4
## 14 No 3 1 2 3
## 15 No 3 1 1 3
## 16 No 3 2 3 3
## 17 No 3 2 1 3
## 18 No 3 2 3 3
## 19 No 4 1 4 3
## 20 No 4 2 1 3
## 21 No 2 2 2 3
## 22 No 4 2 2 3
## 23 No 3 2 3 3
## 24 No 3 2 1 3
## 25 No 2 2 4 3
## 26 No 3 5 2 3
## 27 No 3 2 2 3
## 30 No 3 1 4 3
## 31 No 1 2 4 3
## 32 No 4 1 2 3
## 33 No 1 4 2 3
## 34 No 2 1 3 3
## 35 No 2 2 4 4
## 36 No 4 1 2 4
## 39 No 3 5 2 3
## 40 No 4 1 4 3
## 41 No 3 4 2 4
## 42 No 1 2 3 3
## 43 No 3 1 1 3
## 44 No 2 5 4 4
## 45 No 3 1 3 4
## 46 No 3 1 4 3
## 48 No 2 3 3 3
## 50 No 3 1 2 3
## 51 No 3 1 1 3
## 52 No 3 5 1 4
## 53 No 4 1 4 3
## 54 No 3 2 2 3
## 55 No 3 2 4 4
## 56 No 3 1 1 4
## 58 No 3 1 1 3
## 59 No 3 3 4 3
## 62 No 3 3 3 3
## 63 No 3 1 3 3
## 64 No 3 1 3 3
## 66 No 4 1 2 3
## 67 No 1 2 4 3
## 68 No 3 1 4 3
## 69 No 3 1 1 3
## 70 No 3 1 4 3
## 71 No 3 1 4 4
## 72 No 3 2 1 3
## 74 No 3 1 4 3
## 76 No 3 2 4 4
## 77 No 2 3 3 3
## 78 No 4 4 1 3
## 79 No 2 3 4 3
## 80 No 1 1 4 3
## 82 No 3 2 3 3
## 83 No 2 2 3 3
## 84 No 4 2 1 3
## 85 No 3 2 2 3
## 86 No 2 4 4 3
## 87 No 3 2 1 3
## 89 No 3 3 3 3
## 90 No 3 5 1 3
## 91 No 3 1 4 4
## 94 No 3 2 3 3
## 95 No 3 5 2 3
## 96 No 3 2 3 4
## 97 No 3 4 2 3
## 98 No 2 2 4 3
## 99 No 3 1 2 3
## 100 No 2 1 2 3
## 101 No 3 1 1 3
## 102 No 3 3 4 3
## 103 No 3 2 3 3
## 104 No 4 1 1 3
## 105 No 4 4 2 3
## 106 No 4 1 4 4
## 107 No 3 2 3 3
## 108 No 4 5 2 3
## 110 No 3 1 1 3
## 111 No 2 1 3 3
## 112 No 3 4 4 3
## 113 No 3 3 2 3
## 114 No 3 2 1 3
## 115 No 3 2 1 3
## 116 No 3 3 2 3
## 117 No 3 2 4 3
## 118 No 2 2 2 3
## 119 No 3 1 3 3
## 120 No 3 2 4 3
## 121 No 4 3 1 3
## 122 No 3 1 1 3
## 123 No 3 3 1 3
## 124 No 2 2 4 4
## 125 No 3 2 4 3
## 126 No 3 2 4 3
## 128 No 2 2 4 3
## 129 No 2 2 3 3
## 130 No 4 4 1 3
## 131 No 2 2 2 3
## 132 No 3 2 4 3
## 133 No 2 2 4 3
## 134 No 3 2 2 4
## 135 No 2 2 3 3
## 136 No 4 2 2 4
## 138 No 3 3 3 3
## 140 No 3 3 4 3
## 141 No 3 4 2 3
## 142 No 3 1 3 3
## 143 No 3 3 3 3
## 144 No 3 2 4 3
## 145 No 4 2 3 4
## 146 No 3 2 3 3
## 147 No 3 1 2 3
## 148 No 3 2 1 3
## 149 No 3 1 2 4
## 150 No 1 2 1 4
## 152 No 3 2 4 3
## 153 No 2 2 3 3
## 154 No 4 2 2 3
## 155 No 3 1 2 3
## 156 No 3 2 3 3
## 157 No 3 2 2 3
## 159 No 3 3 1 3
## 160 No 3 3 1 3
## 161 No 2 2 4 3
## 163 No 3 2 3 3
## 164 No 4 2 1 3
## 165 No 3 3 2 3
## 167 No 3 4 2 3
## 168 No 4 4 3 3
## 169 No 3 2 1 3
## 170 No 3 1 4 4
## 171 No 3 2 4 4
## 172 No 3 2 2 3
## 173 No 3 3 3 3
## 174 No 4 3 3 3
## 175 No 3 4 3 3
## 176 No 2 1 2 3
## 179 No 3 3 4 3
## 180 No 2 2 4 4
## 181 No 2 3 2 3
## 182 No 3 2 1 3
## 183 No 4 1 3 3
## 184 No 3 3 2 3
## 185 No 3 1 3 3
## 186 No 3 1 4 4
## 187 No 4 2 3 3
## 188 No 4 4 2 3
## 189 No 3 5 2 3
## 190 No 3 2 3 3
## 191 No 3 2 4 3
## 192 No 3 3 1 3
## 193 No 3 2 3 3
## 194 No 3 2 4 3
## 195 No 2 1 4 3
## 196 No 3 1 4 3
## 197 No 3 1 4 4
## 198 No 2 4 2 3
## 199 No 2 3 4 3
## 200 No 2 1 2 4
## 202 No 3 2 2 3
## 203 No 2 2 3 3
## 205 No 3 1 2 3
## 206 No 3 1 1 3
## 209 No 3 1 1 3
## 210 No 3 3 3 3
## 211 No 2 4 2 4
## 212 No 3 5 3 3
## 213 No 4 1 4 3
## 214 No 2 2 4 3
## 215 No 2 1 4 3
## 216 No 3 1 3 3
## 217 No 3 2 3 3
## 218 No 3 4 4 3
## 219 No 3 1 3 3
## 220 No 3 1 4 4
## 221 No 3 2 4 4
## 223 No 3 2 4 4
## 224 No 2 1 3 3
## 225 No 3 1 4 3
## 226 No 3 1 2 3
## 227 No 3 1 4 3
## 228 No 4 1 2 3
## 229 No 3 2 3 4
## 230 No 2 4 3 3
## 231 No 2 2 4 3
## 232 No 3 1 4 3
## 234 No 3 2 1 3
## 235 No 3 4 4 3
## 237 No 3 5 3 3
## 238 No 3 2 4 3
## 239 No 3 1 2 3
## 240 No 2 3 1 3
## 241 No 3 3 1 4
## 242 No 3 5 2 4
## 243 No 3 1 2 4
## 245 No 2 2 4 3
## 246 No 2 1 4 3
## 247 No 3 3 4 3
## 248 No 2 1 2 3
## 249 No 3 2 4 3
## 250 No 3 4 1 3
## 251 No 2 1 3 3
## 252 No 3 2 4 3
## 253 No 2 1 3 3
## 255 No 2 3 2 3
## 256 No 3 1 3 3
## 257 No 3 1 2 3
## 258 No 3 2 1 3
## 259 No 3 3 4 3
## 260 No 3 1 3 3
## 264 No 3 1 4 3
## 265 No 3 1 3 3
## 266 No 4 1 2 3
## 267 No 3 4 1 3
## 269 No 3 2 3 4
## 270 No 3 2 1 3
## 271 No 3 2 3 4
## 272 No 3 2 2 3
## 273 No 2 2 3 4
## 274 No 2 2 1 3
## 275 No 4 5 2 3
## 276 No 3 5 1 3
## 277 No 3 1 2 3
## 278 No 3 1 4 3
## 280 No 3 2 3 3
## 281 No 3 2 4 3
## 282 No 3 1 1 3
## 283 No 3 2 4 3
## 284 No 3 2 4 3
## 285 No 4 1 3 3
## 286 No 3 2 3 3
## 288 No 3 1 4 3
## 289 No 3 3 4 3
## 290 No 3 1 4 3
## 291 No 3 1 4 3
## 292 No 3 2 2 3
## 293 No 3 1 2 3
## 294 No 3 3 2 3
## 295 No 3 4 4 4
## 296 No 3 1 3 3
## 297 No 2 2 3 3
## 301 No 3 2 2 3
## 302 No 3 3 1 4
## 303 No 2 1 2 3
## 304 No 3 2 3 3
## 306 No 2 1 4 3
## 307 No 3 1 4 3
## 308 No 2 1 4 3
## 309 No 3 2 2 3
## 310 No 4 2 2 4
## 311 No 3 2 4 3
## 312 No 3 4 3 3
## 314 No 2 2 3 3
## 315 No 3 2 1 3
## 316 No 3 2 4 3
## 317 No 3 1 3 3
## 318 No 2 2 3 3
## 319 No 2 2 4 3
## 320 No 4 1 4 3
## 321 No 2 1 2 4
## 322 No 3 1 4 3
## 323 No 2 1 4 3
## 324 No 2 2 1 4
## 325 No 2 4 4 3
## 326 No 3 1 3 3
## 327 No 3 5 4 3
## 328 No 3 2 1 3
## 329 No 2 2 2 3
## 330 No 3 4 1 3
## 331 No 3 4 3 3
## 334 No 3 3 1 3
## 335 No 2 5 4 4
## 337 No 3 2 4 3
## 338 No 3 2 4 3
## 340 No 3 1 1 3
## 341 No 2 1 1 3
## 342 No 2 1 4 3
## 343 No 2 3 4 3
## 344 No 3 1 3 4
## 345 No 3 2 1 3
## 346 No 3 4 1 3
## 347 No 3 2 3 3
## 348 No 3 2 2 4
## 349 No 1 1 3 3
## 350 No 3 4 4 3
## 351 No 3 3 1 3
## 352 No 4 2 4 3
## 353 No 2 2 4 3
## 354 No 3 2 4 3
## 355 No 3 3 3 3
## 356 No 1 2 1 3
## 357 No 2 1 2 3
## 359 No 3 2 4 4
## 360 No 3 1 4 3
## 361 No 2 5 3 3
## 364 No 3 5 3 3
## 365 No 1 5 3 3
## 366 No 4 4 1 3
## 367 No 3 2 2 3
## 368 No 3 2 1 3
## 369 No 4 1 3 3
## 370 No 4 2 4 3
## 371 No 3 2 1 3
## 372 No 3 3 1 3
## 373 No 3 3 1 3
## 374 No 3 1 2 3
## 375 No 3 1 1 3
## 376 No 1 4 4 3
## 378 No 3 2 4 3
## 379 No 1 1 4 3
## 381 No 3 5 3 3
## 382 No 3 1 3 4
## 383 No 3 2 1 3
## 384 No 3 1 1 3
## 386 No 3 3 1 3
## 387 No 3 3 3 3
## 388 No 3 2 4 3
## 389 No 3 2 4 3
## 391 No 3 2 1 3
## 392 No 2 2 4 3
## 393 No 3 1 1 3
## 394 No 2 3 1 3
## 395 No 3 1 4 3
## 396 No 3 1 4 3
## 397 No 3 4 3 3
## 399 No 3 2 3 4
## 400 No 3 3 3 3
## 401 No 1 2 4 4
## 402 No 3 2 3 3
## 403 No 3 1 3 3
## 404 No 3 3 1 3
## 405 No 2 1 1 3
## 406 No 2 4 4 3
## 407 No 2 2 4 3
## 408 No 1 1 3 3
## 409 No 2 4 4 3
## 410 No 3 4 1 4
## 411 No 2 1 1 4
## 412 No 3 3 3 3
## 413 No 3 1 2 4
## 414 No 3 2 4 3
## 416 No 3 2 4 3
## 417 No 3 1 4 3
## 418 No 4 1 4 3
## 419 No 2 2 4 3
## 420 No 2 3 3 3
## 421 No 3 2 2 3
## 422 No 3 2 3 3
## 424 No 3 1 4 3
## 425 No 2 2 1 3
## 426 No 2 3 4 3
## 427 No 3 1 3 3
## 428 No 2 1 3 3
## 430 No 2 2 1 3
## 431 No 3 2 3 3
## 432 No 3 1 3 3
## 434 No 2 1 1 3
## 435 No 2 3 2 3
## 436 No 3 2 2 3
## 438 No 3 1 1 3
## 440 No 4 2 4 3
## 441 No 3 2 3 3
## 442 No 3 1 3 3
## 444 No 3 1 4 3
## 445 No 3 5 4 3
## 446 No 3 1 4 3
## 447 No 3 2 4 3
## 448 No 4 2 1 3
## 449 No 3 2 4 3
## 450 No 2 2 1 3
## 451 No 3 2 4 3
## 452 No 3 1 2 3
## 454 No 3 2 3 3
## 455 No 2 4 1 3
## 456 No 3 5 2 3
## 457 No 3 2 4 3
## 458 No 3 2 4 4
## 459 No 3 1 1 4
## 460 No 2 2 4 3
## 461 No 3 1 3 3
## 462 No 3 1 2 3
## 463 No 3 3 4 3
## 464 No 3 2 4 4
## 466 No 3 1 4 3
## 467 No 3 1 4 4
## 468 No 4 1 4 3
## 470 No 4 2 1 3
## 471 No 3 1 2 3
## 473 No 3 3 1 3
## 474 No 3 1 4 3
## 475 No 3 1 3 3
## 476 No 3 2 4 4
## 477 No 2 2 3 3
## 478 No 3 2 3 3
## 479 No 3 1 1 3
## 480 No 4 3 4 4
## 481 No 3 2 1 3
## 482 No 3 1 4 3
## 483 No 2 2 4 3
## 484 No 3 1 1 3
## 488 No 3 1 3 3
## 490 No 3 2 3 3
## 491 No 3 5 1 3
## 492 No 3 4 1 3
## 493 No 2 2 3 3
## 494 No 2 3 2 3
## 495 No 2 2 3 3
## 496 No 3 4 3 3
## 497 No 3 1 4 4
## 498 No 3 1 4 3
## 499 No 3 2 3 3
## 500 No 1 2 3 3
## 504 No 4 3 1 3
## 505 No 3 4 3 3
## 506 No 2 2 2 3
## 508 No 3 3 2 3
## 509 No 3 1 4 3
## 511 No 3 2 4 3
## 512 No 3 3 3 4
## 513 No 3 1 3 3
## 514 No 3 3 4 3
## 515 No 3 1 4 4
## 516 No 1 2 2 3
## 518 No 3 1 2 4
## 519 No 2 2 4 3
## 521 No 2 1 4 3
## 523 No 3 3 1 3
## 524 No 2 5 3 3
## 525 No 2 1 4 3
## 526 No 2 3 2 3
## 527 No 3 2 1 3
## 528 No 3 2 1 3
## 529 No 2 1 3 3
## 531 No 2 3 3 3
## 532 No 3 2 3 3
## 533 No 4 1 3 4
## 534 No 3 2 4 3
## 536 No 4 1 4 3
## 537 No 3 3 2 3
## 538 No 3 1 3 3
## 540 No 3 2 1 3
## 541 No 3 2 3 3
## 542 No 4 1 1 3
## 543 No 2 1 3 3
## 544 No 3 2 3 3
## 545 No 2 1 1 3
## 546 No 2 1 4 3
## 547 No 3 3 2 3
## 548 No 2 2 3 3
## 549 No 2 3 2 3
## 550 No 3 1 2 3
## 551 No 2 5 3 3
## 552 No 2 1 4 3
## 553 No 2 2 4 4
## 554 No 3 1 3 3
## 555 No 2 2 4 3
## 556 No 3 2 3 3
## 557 No 3 2 3 3
## 558 No 2 1 4 3
## 559 No 3 2 2 3
## 560 No 3 2 3 3
## 561 No 3 1 2 3
## 562 No 3 4 3 3
## 563 No 3 1 2 3
## 564 No 3 3 3 4
## 565 No 1 1 3 4
## 566 No 3 1 4 3
## 567 No 2 2 1 3
## 569 No 2 2 3 3
## 570 No 3 4 3 3
## 571 No 3 2 2 4
## 573 No 2 2 4 3
## 574 No 4 2 3 4
## 575 No 3 2 2 4
## 576 No 2 2 3 3
## 577 No 2 1 1 3
## 578 No 2 1 3 3
## 579 No 3 2 3 3
## 580 No 3 2 4 3
## 581 No 3 1 4 3
## 582 No 3 4 4 3
## 583 No 1 2 4 3
## 584 No 3 2 2 4
## 585 No 3 2 4 3
## 586 No 3 2 4 3
## 587 No 1 2 4 3
## 589 No 3 1 3 3
## 590 No 3 1 1 3
## 591 No 2 1 3 3
## 594 No 3 1 1 3
## 595 No 2 3 3 3
## 596 No 4 2 1 4
## 597 No 2 3 2 3
## 598 No 2 2 3 4
## 599 No 4 2 2 4
## 601 No 3 1 2 3
## 602 No 3 2 1 3
## 603 No 4 3 1 3
## 604 No 3 1 4 3
## 606 No 4 4 3 3
## 607 No 2 2 3 3
## 608 No 4 2 1 4
## 609 No 4 1 1 3
## 610 No 2 1 4 3
## 611 No 2 2 4 3
## 612 No 2 2 3 3
## 615 No 3 3 3 3
## 616 No 2 2 4 3
## 617 No 2 1 2 3
## 618 No 3 2 1 4
## 619 No 2 3 1 3
## 620 No 2 1 3 3
## 622 No 4 2 3 3
## 623 No 4 1 4 3
## 624 No 3 3 4 3
## 626 No 3 1 3 3
## 627 No 3 2 3 3
## 628 No 2 3 4 3
## 629 No 3 3 2 3
## 630 No 2 3 2 3
## 631 No 2 1 4 4
## 632 No 3 3 4 4
## 633 No 3 2 4 3
## 634 No 3 1 4 4
## 635 No 3 3 1 3
## 636 No 2 1 4 3
## 637 No 3 4 1 3
## 638 No 3 3 3 3
## 639 No 4 1 4 3
## 641 No 3 1 3 4
## 642 No 3 2 1 3
## 643 No 2 4 1 3
## 646 No 2 3 4 3
## 648 No 1 1 3 3
## 649 No 2 2 1 3
## 651 No 2 1 1 3
## 652 No 4 2 4 3
## 653 No 3 3 3 3
## 654 No 3 3 3 4
## 656 No 3 2 1 3
## 657 No 2 3 2 3
## 658 No 3 4 4 4
## 659 No 2 2 2 3
## 660 No 2 2 2 3
## 661 No 3 2 4 3
## 662 No 2 1 3 3
## 663 No 3 3 4 3
## 664 No 3 1 4 4
## 665 No 3 2 3 4
## 666 No 4 2 3 3
## 667 No 3 3 4 3
## 670 No 3 4 4 3
## 671 No 3 3 3 3
## 672 No 3 2 4 3
## 673 No 3 2 1 3
## 675 No 4 1 3 3
## 676 No 2 5 2 3
## 677 No 3 2 2 3
## 678 No 3 2 3 3
## 679 No 3 2 2 3
## 680 No 2 1 3 3
## 681 No 2 2 1 3
## 682 No 3 1 4 4
## 683 No 3 2 3 3
## 684 No 4 3 4 3
## 685 No 3 1 4 3
## 686 No 3 3 2 4
## 688 No 2 1 2 4
## 690 No 3 1 2 3
## 691 No 3 2 3 3
## 693 No 2 2 4 4
## 695 No 1 2 4 3
## 696 No 2 1 4 3
## 697 No 2 4 4 4
## 698 No 3 2 2 3
## 700 No 3 5 2 3
## 701 No 2 1 2 3
## 702 No 3 2 3 4
## 703 No 2 3 4 3
## 705 No 3 1 3 3
## 706 No 3 2 4 3
## 707 No 3 2 4 3
## 708 No 4 1 2 3
## 709 No 2 1 3 3
## 710 No 3 4 1 3
## 711 No 3 3 1 4
## 712 No 2 4 4 3
## 713 No 4 1 2 3
## 714 No 2 3 4 3
## 715 No 2 3 1 3
## 717 No 2 2 3 3
## 718 No 3 2 3 3
## 720 No 3 3 2 3
## 721 No 3 3 3 3
## 722 No 3 2 3 3
## 723 No 3 1 1 3
## 724 No 2 3 4 3
## 725 No 3 1 3 3
## 726 No 3 2 3 3
## 727 No 3 1 4 3
## 728 No 3 1 3 3
## 730 No 3 1 4 3
## 731 No 3 2 2 4
## 735 No 3 1 4 3
## 736 No 4 2 3 3
## 737 No 2 4 4 3
## 738 No 2 2 4 3
## 739 No 3 2 3 3
## 740 No 2 2 4 3
## 741 No 2 2 3 3
## 742 No 2 3 4 4
## 743 No 3 2 4 3
## 744 No 3 1 2 3
## 745 No 3 2 3 4
## 746 No 2 1 1 3
## 748 No 2 2 1 4
## 749 No 3 1 1 3
## 750 No 3 1 4 3
## 753 No 3 4 3 3
## 755 No 3 3 3 3
## 756 No 1 1 3 3
## 757 No 3 2 4 4
## 758 No 3 2 3 3
## 759 No 3 1 3 3
## 762 No 3 4 4 3
## 763 No 1 2 2 3
## 764 No 3 2 3 3
## 765 No 3 1 4 3
## 766 No 1 2 1 3
## 767 No 4 1 3 3
## 768 No 1 3 1 3
## 769 No 3 2 4 3
## 770 No 2 2 3 3
## 771 No 2 2 4 3
## 772 No 3 3 1 4
## 773 No 3 3 3 4
## 775 No 3 3 4 3
## 776 No 4 1 3 3
## 777 No 3 1 3 4
## 778 No 3 1 1 3
## 779 No 3 1 4 4
## 782 No 2 2 3 3
## 783 No 3 1 2 3
## 784 No 3 2 3 3
## 785 No 3 2 2 3
## 786 No 3 4 2 3
## 787 No 3 3 3 3
## 789 No 2 5 1 3
## 790 No 3 1 2 3
## 791 No 2 2 1 4
## 792 No 3 1 2 3
## 793 No 2 3 3 3
## 794 No 3 3 3 3
## 795 No 3 2 4 3
## 797 No 3 4 4 3
## 800 No 4 2 1 4
## 801 No 4 2 1 3
## 802 No 3 2 4 3
## 803 No 3 4 1 3
## 805 No 3 2 2 3
## 806 No 3 3 1 3
## 807 No 4 2 3 3
## 808 No 3 1 4 4
## 809 No 3 1 4 3
## 810 No 3 1 2 3
## 811 No 3 2 1 3
## 812 No 3 1 4 3
## 813 No 3 2 3 3
## 814 No 3 5 3 3
## 815 No 2 1 2 3
## 816 No 3 1 4 3
## 817 No 2 2 4 4
## 818 No 3 3 3 3
## 819 No 2 1 4 3
## 821 No 4 1 4 3
## 822 No 3 2 4 3
## 823 No 2 2 3 4
## 825 No 3 2 3 3
## 826 No 3 5 4 3
## 828 No 3 2 1 3
## 829 No 2 1 2 3
## 830 No 3 5 2 3
## 831 No 3 2 1 3
## 833 No 2 1 1 3
## 834 No 3 1 1 4
## 835 No 2 4 2 3
## 836 No 3 3 2 3
## 837 No 3 1 3 3
## 838 No 4 2 4 3
## 839 No 2 3 2 3
## 840 No 2 5 2 3
## 842 No 2 3 1 3
## 843 No 2 4 4 4
## 844 No 3 3 4 3
## 845 No 1 2 4 3
## 846 No 3 2 1 3
## 847 No 3 1 2 3
## 848 No 4 3 4 3
## 850 No 4 1 4 3
## 852 No 2 1 3 3
## 853 No 2 2 3 3
## 854 No 4 2 1 3
## 855 No 2 2 2 3
## 856 No 3 1 3 3
## 858 No 2 3 3 4
## 859 No 3 1 1 4
## 861 No 2 1 3 3
## 862 No 2 3 4 3
## 864 No 3 4 3 3
## 865 No 3 3 4 3
## 866 No 3 3 4 3
## 867 No 3 2 4 3
## 868 No 3 2 3 3
## 869 No 3 1 3 3
## 870 No 3 2 2 3
## 871 No 3 2 4 4
## 872 No 3 1 4 3
## 874 No 4 1 2 4
## 875 No 2 1 1 3
## 877 No 3 2 2 3
## 879 No 1 1 3 4
## 880 No 2 4 2 3
## 882 No 3 1 2 4
## 883 No 3 2 3 3
## 884 No 3 2 4 3
## 885 No 2 2 2 3
## 887 No 1 2 3 3
## 888 No 3 2 1 3
## 889 No 3 2 4 4
## 890 No 3 1 3 3
## 891 No 3 2 4 3
## 892 No 3 3 2 3
## 894 No 4 2 4 4
## 895 No 3 3 2 3
## 896 No 3 3 4 3
## 898 No 3 4 3 3
## 899 No 3 2 1 3
## 900 No 3 1 3 3
## 901 No 3 1 2 3
## 902 No 3 2 3 3
## 903 No 3 2 3 3
## 904 No 3 1 4 3
## 905 No 3 4 4 3
## 906 No 3 2 2 3
## 907 No 2 3 1 3
## 908 No 3 2 4 3
## 910 No 3 1 1 3
## 911 No 1 5 4 3
## 912 No 3 1 2 3
## 913 No 3 1 1 3
## 914 No 2 3 1 3
## 915 No 3 2 3 3
## 916 No 3 2 3 3
## 917 No 3 1 1 4
## 918 No 3 2 4 3
## 919 No 3 1 2 4
## 920 No 4 1 1 4
## 921 No 3 1 2 3
## 922 No 4 1 4 3
## 924 No 4 2 1 3
## 925 No 3 4 3 4
## 926 No 4 1 3 3
## 927 No 4 2 4 3
## 928 No 1 3 3 3
## 929 No 4 1 4 3
## 930 No 3 1 4 3
## 931 No 3 2 3 3
## 932 No 3 3 4 3
## 933 No 4 3 1 3
## 937 No 3 3 1 3
## 939 No 3 2 4 3
## 940 No 3 1 2 3
## 942 No 4 3 3 3
## 943 No 3 3 1 3
## 944 No 3 2 4 3
## 945 No 2 1 3 3
## 946 No 3 2 4 3
## 948 No 3 1 4 4
## 951 No 3 1 3 4
## 952 No 3 2 1 3
## 953 No 3 2 2 3
## 954 No 3 1 4 3
## 955 No 3 2 2 3
## 956 No 1 3 3 4
## 957 No 1 3 4 3
## 958 No 3 1 3 3
## 959 No 3 3 3 3
## 961 No 3 1 4 3
## 962 No 3 2 4 3
## 963 No 2 2 1 3
## 964 No 4 2 2 3
## 965 No 2 1 4 3
## 966 No 2 5 3 3
## 967 No 2 1 1 3
## 968 No 2 3 3 3
## 969 No 3 4 1 4
## 971 No 3 2 4 3
## 972 No 3 2 4 3
## 973 No 3 1 3 3
## 974 No 2 1 2 3
## 975 No 2 2 3 3
## 977 No 2 2 3 3
## 979 No 2 3 3 4
## 980 No 2 5 3 3
## 981 No 2 1 3 4
## 982 No 2 3 4 3
## 983 No 2 1 4 3
## 984 No 2 1 3 3
## 985 No 2 2 4 3
## 988 No 3 2 4 3
## 989 No 3 3 1 3
## 990 No 2 1 2 3
## 991 No 2 2 4 3
## 992 No 4 1 3 3
## 993 No 3 2 4 3
## 994 No 3 2 2 3
## 995 No 3 2 4 3
## 996 No 3 2 3 3
## 997 No 3 1 3 3
## 998 No 3 4 4 3
## 999 No 3 3 4 3
## 1001 No 3 2 2 4
## 1002 No 3 2 3 3
## 1003 No 3 2 2 3
## 1004 No 3 2 4 3
## 1005 No 3 1 1 3
## 1006 No 2 2 4 3
## 1007 No 3 1 3 3
## 1008 No 3 2 4 3
## 1009 No 3 5 3 3
## 1010 No 3 2 3 4
## 1012 No 2 2 2 3
## 1013 No 2 2 2 3
## 1016 No 4 1 2 3
## 1017 No 2 1 1 3
## 1018 No 3 3 2 3
## 1019 No 3 3 4 3
## 1020 No 3 1 4 3
## 1021 No 3 2 2 3
## 1022 No 3 2 4 3
## 1023 No 3 2 4 3
## 1024 No 2 3 3 4
## 1025 No 2 4 1 3
## 1026 No 3 5 4 3
## 1027 No 2 2 1 3
## 1028 No 2 2 4 3
## 1031 No 3 2 2 3
## 1032 No 3 1 4 3
## 1033 No 2 3 4 3
## 1034 No 2 1 3 3
## 1035 No 3 2 3 3
## 1037 No 3 2 4 4
## 1038 No 3 3 2 3
## 1039 No 3 3 3 4
## 1040 No 3 2 3 3
## 1042 No 2 1 1 3
## 1043 No 2 3 4 3
## 1044 No 3 2 4 3
## 1045 No 3 1 3 3
## 1048 No 3 3 2 3
## 1052 No 3 1 4 3
## 1053 No 3 2 3 3
## 1054 No 3 1 3 3
## 1055 No 3 1 4 3
## 1057 No 2 2 1 3
## 1058 No 3 4 4 4
## 1059 No 3 2 2 3
## 1060 No 2 1 2 3
## 1061 No 4 2 3 4
## 1062 No 4 2 4 3
## 1063 No 3 2 4 4
## 1065 No 1 2 3 3
## 1066 No 3 1 1 3
## 1067 No 3 1 3 3
## 1068 No 3 5 1 3
## 1069 No 3 2 1 3
## 1070 No 3 1 2 3
## 1071 No 4 1 4 3
## 1072 No 3 2 1 3
## 1073 No 4 1 4 3
## 1074 No 4 2 3 3
## 1075 No 2 2 1 3
## 1076 No 3 4 1 4
## 1077 No 3 5 3 3
## 1078 No 3 2 3 3
## 1079 No 3 2 2 3
## 1080 No 3 2 3 3
## 1081 No 2 1 3 3
## 1082 No 1 1 4 3
## 1084 No 3 2 3 3
## 1085 No 2 3 3 4
## 1086 No 2 3 1 4
## 1087 No 3 2 3 3
## 1088 No 3 1 3 3
## 1089 No 3 1 4 3
## 1090 No 2 2 4 3
## 1091 No 2 2 2 3
## 1092 No 1 2 4 4
## 1093 No 3 3 4 3
## 1094 No 2 2 2 3
## 1095 No 4 2 1 3
## 1096 No 3 2 2 3
## 1097 No 2 1 1 3
## 1099 No 3 1 2 3
## 1101 No 3 5 3 3
## 1102 No 3 2 2 3
## 1103 No 2 2 4 3
## 1104 No 2 3 4 3
## 1105 No 3 1 4 3
## 1106 No 3 1 2 3
## 1107 No 3 1 1 3
## 1108 No 2 2 3 3
## 1109 No 3 2 3 3
## 1110 No 3 2 1 3
## 1111 No 3 2 3 3
## 1112 No 3 3 4 3
## 1115 No 3 3 3 4
## 1116 No 2 1 1 3
## 1117 No 3 2 2 3
## 1118 No 1 2 4 3
## 1119 No 2 3 2 3
## 1120 No 3 1 3 3
## 1122 No 4 4 4 4
## 1123 No 1 2 1 4
## 1124 No 2 4 4 4
## 1125 No 4 1 3 3
## 1128 No 3 2 3 4
## 1129 No 3 4 2 3
## 1130 No 1 1 1 3
## 1131 No 3 3 3 3
## 1132 No 2 4 2 3
## 1133 No 3 2 4 3
## 1134 No 2 1 2 4
## 1136 No 2 1 1 3
## 1137 No 3 1 1 4
## 1138 No 3 2 1 3
## 1139 No 3 3 3 3
## 1140 No 2 4 3 4
## 1141 No 2 2 4 4
## 1142 No 3 2 2 3
## 1143 No 2 3 3 3
## 1144 No 3 2 4 3
## 1145 No 3 2 4 3
## 1146 No 3 2 3 3
## 1147 No 4 2 3 3
## 1148 No 4 1 3 3
## 1149 No 3 1 4 3
## 1150 No 2 2 4 3
## 1151 No 4 1 3 3
## 1152 No 1 2 4 4
## 1153 No 3 2 3 3
## 1155 No 3 2 1 3
## 1156 No 3 4 2 3
## 1158 No 3 2 2 4
## 1159 No 2 1 3 3
## 1160 No 3 2 2 4
## 1162 No 3 3 3 3
## 1163 No 3 1 4 3
## 1164 No 3 3 4 3
## 1166 No 2 1 2 4
## 1167 No 3 3 4 4
## 1168 No 3 2 3 3
## 1169 No 2 1 3 3
## 1170 No 4 1 1 3
## StockOptionLevel TotalWorkingYears WorkLifeBalance BusinessTravelNumeric
## 1 1 8 2 2
## 2 0 21 4 2
## 3 0 10 3 1
## 4 2 14 3 2
## 5 0 6 3 1
## 6 2 9 2 1
## 7 0 7 2 2
## 8 3 8 3 2
## 9 1 1 3 2
## 10 1 8 2 1
## 11 0 21 3 2
## 12 1 3 3 3
## 13 0 17 4 2
## 14 1 1 3 2
## 15 0 10 4 2
## 16 1 9 2 3
## 17 1 8 4 2
## 18 0 7 4 3
## 19 3 6 3 2
## 20 1 10 3 2
## 21 1 13 3 2
## 22 0 12 3 2
## 23 1 10 3 1
## 24 0 10 3 1
## 25 0 6 3 2
## 26 1 26 3 2
## 27 1 10 3 2
## 30 1 5 3 3
## 31 3 9 4 1
## 32 3 14 3 2
## 33 1 28 2 2
## 34 1 10 3 2
## 35 0 8 3 2
## 36 0 5 1 1
## 39 0 36 3 2
## 40 1 3 3 1
## 41 1 37 2 3
## 42 0 9 3 2
## 43 1 17 2 2
## 44 0 24 3 2
## 45 1 1 3 2
## 46 0 12 3 1
## 48 2 9 3 2
## 50 1 6 1 3
## 51 0 8 2 2
## 52 1 32 3 2
## 53 1 10 3 2
## 54 0 9 2 3
## 55 0 11 3 2
## 56 2 5 3 2
## 58 0 10 3 2
## 59 2 15 3 3
## 62 0 10 3 2
## 63 1 3 3 2
## 64 0 0 1 3
## 66 2 7 2 2
## 67 0 17 3 2
## 68 0 5 4 2
## 69 1 5 2 1
## 70 0 17 3 2
## 71 1 12 3 2
## 72 0 6 3 2
## 74 1 6 3 2
## 76 0 12 3 1
## 77 0 10 3 2
## 78 0 27 1 2
## 79 0 23 3 3
## 80 3 1 3 2
## 82 1 17 3 2
## 83 1 10 3 1
## 84 2 13 3 2
## 85 0 18 3 2
## 86 0 30 3 2
## 87 0 20 3 2
## 89 0 9 3 1
## 90 0 22 2 2
## 91 1 1 3 1
## 94 0 10 3 2
## 95 0 21 3 2
## 96 0 20 3 2
## 97 1 23 4 2
## 98 1 17 4 3
## 99 3 4 3 1
## 100 1 7 2 2
## 101 0 6 4 2
## 102 1 13 3 2
## 103 1 6 3 3
## 104 1 5 4 2
## 105 0 35 2 2
## 106 1 8 3 2
## 107 1 10 3 3
## 108 1 35 3 2
## 110 0 4 3 2
## 111 1 3 3 1
## 112 1 26 2 2
## 113 0 18 3 2
## 114 1 16 4 3
## 115 3 15 3 2
## 116 0 10 3 3
## 117 0 5 3 2
## 118 1 10 3 2
## 119 1 13 3 2
## 120 0 14 4 2
## 121 1 10 3 3
## 122 0 2 3 2
## 123 1 18 3 2
## 124 0 8 3 2
## 125 0 10 2 1
## 126 0 10 3 2
## 128 2 10 2 2
## 129 0 20 1 2
## 130 1 25 3 2
## 131 1 10 2 2
## 132 0 8 4 2
## 133 3 7 4 1
## 134 0 7 3 2
## 135 1 9 4 1
## 136 1 8 3 1
## 138 1 22 3 2
## 140 0 12 3 2
## 141 1 33 3 2
## 142 2 2 3 2
## 143 1 13 3 2
## 144 1 7 4 2
## 145 3 15 3 2
## 146 1 4 2 3
## 147 1 8 3 2
## 148 1 8 1 2
## 149 0 6 3 2
## 150 1 6 2 2
## 152 0 10 2 2
## 153 1 13 2 2
## 154 0 11 1 2
## 155 2 1 3 2
## 156 1 4 4 3
## 157 1 15 3 2
## 159 1 18 3 1
## 160 0 20 3 1
## 161 2 10 2 2
## 163 0 6 3 2
## 164 0 10 3 2
## 165 2 12 2 2
## 167 2 27 3 2
## 168 1 10 3 2
## 169 2 18 3 2
## 170 1 11 3 2
## 171 1 10 2 2
## 172 1 16 4 3
## 173 0 28 2 1
## 174 2 10 3 2
## 175 1 22 4 2
## 176 0 2 4 2
## 179 0 9 3 1
## 180 0 12 4 2
## 181 1 15 4 2
## 182 1 11 3 2
## 183 0 18 3 1
## 184 0 9 3 2
## 185 1 8 3 1
## 186 1 5 2 2
## 187 2 7 3 1
## 188 3 29 3 2
## 189 2 28 2 2
## 190 0 5 4 3
## 191 2 11 3 2
## 192 2 9 3 1
## 193 1 19 2 2
## 194 1 14 3 2
## 195 0 5 3 2
## 196 0 1 2 2
## 197 2 10 3 2
## 198 1 22 3 2
## 199 1 24 3 2
## 200 1 1 3 2
## 202 2 10 3 2
## 203 1 14 3 2
## 205 1 6 3 2
## 206 0 8 3 2
## 209 1 8 3 2
## 210 1 12 3 2
## 211 1 21 3 2
## 212 0 21 4 2
## 213 0 4 3 2
## 214 1 8 3 2
## 215 0 5 3 2
## 216 1 8 4 2
## 217 1 18 3 2
## 218 1 24 3 1
## 219 0 5 2 2
## 220 0 8 2 2
## 221 0 6 3 2
## 223 1 7 3 3
## 224 1 1 1 2
## 225 2 10 4 2
## 226 0 12 2 2
## 227 1 1 3 2
## 228 1 4 2 2
## 229 1 4 2 2
## 230 1 30 3 2
## 231 2 10 3 2
## 232 0 2 3 2
## 234 1 16 3 2
## 235 2 25 4 1
## 237 0 24 2 2
## 238 1 6 2 2
## 239 0 6 3 2
## 240 3 19 3 2
## 241 1 10 2 2
## 242 0 22 3 1
## 243 1 6 3 2
## 245 1 10 2 2
## 246 3 8 3 2
## 247 0 11 2 2
## 248 1 3 3 2
## 249 2 12 2 1
## 250 1 22 3 2
## 251 3 1 2 3
## 252 2 12 3 3
## 253 0 1 3 2
## 255 1 16 3 3
## 256 0 7 2 3
## 257 1 2 2 1
## 258 2 8 3 2
## 259 3 9 3 2
## 260 1 7 2 2
## 264 1 3 3 1
## 265 1 6 3 2
## 266 1 6 3 2
## 267 2 16 2 1
## 269 3 9 3 1
## 270 1 7 2 2
## 271 2 10 4 3
## 272 1 11 3 2
## 273 1 9 3 2
## 274 2 11 2 2
## 275 0 36 3 2
## 276 1 28 3 2
## 277 1 2 3 2
## 278 0 9 3 1
## 280 0 4 3 2
## 281 1 10 3 2
## 282 0 20 3 2
## 283 1 12 3 2
## 284 3 13 3 2
## 285 1 7 4 2
## 286 1 15 3 2
## 288 1 3 3 2
## 289 1 10 3 1
## 290 1 3 2 2
## 291 2 8 3 2
## 292 1 11 3 3
## 293 0 7 2 2
## 294 2 14 1 3
## 295 0 21 3 2
## 296 1 5 3 2
## 297 0 10 2 1
## 301 1 10 3 1
## 302 1 9 2 1
## 303 1 8 3 2
## 304 0 10 3 2
## 306 0 6 2 3
## 307 0 8 3 2
## 308 3 6 3 3
## 309 2 17 3 1
## 310 1 4 3 2
## 311 1 9 2 2
## 312 0 22 3 2
## 314 0 10 3 2
## 315 0 10 3 2
## 316 0 9 3 2
## 317 1 6 3 1
## 318 0 4 2 2
## 319 2 8 4 2
## 320 0 1 3 2
## 321 0 5 3 3
## 322 1 10 2 2
## 323 1 10 2 1
## 324 3 19 3 2
## 325 1 21 3 2
## 326 0 1 3 2
## 327 1 23 2 2
## 328 1 9 2 2
## 329 1 20 3 1
## 330 1 21 3 2
## 331 0 23 3 2
## 334 0 9 3 2
## 335 1 30 3 3
## 337 1 5 3 1
## 338 0 7 2 1
## 340 1 1 3 2
## 341 1 6 4 2
## 342 1 2 3 1
## 343 1 9 3 2
## 344 1 1 3 1
## 345 3 8 3 2
## 346 0 21 3 2
## 347 0 5 2 1
## 348 1 6 1 1
## 349 0 6 3 3
## 350 0 30 2 2
## 351 1 18 4 2
## 352 1 10 2 2
## 353 1 16 1 1
## 354 0 8 3 3
## 355 1 23 4 2
## 356 0 15 3 2
## 357 0 5 2 2
## 359 1 9 3 2
## 360 1 16 3 2
## 361 1 34 3 2
## 364 1 22 3 2
## 365 1 23 3 2
## 366 3 36 2 1
## 367 2 15 4 1
## 368 0 9 4 2
## 369 1 4 3 2
## 370 0 10 2 2
## 371 1 4 3 1
## 372 0 10 3 3
## 373 1 24 3 1
## 374 1 8 1 2
## 375 0 2 3 2
## 376 0 32 3 1
## 378 2 14 3 2
## 379 1 6 2 2
## 381 1 21 3 2
## 382 1 8 3 2
## 383 3 15 3 2
## 384 1 3 3 2
## 386 1 15 3 2
## 387 0 10 4 1
## 388 2 8 4 2
## 389 0 17 2 2
## 391 1 6 3 2
## 392 1 5 2 2
## 393 1 4 4 3
## 394 0 22 4 1
## 395 0 8 3 1
## 396 1 3 1 2
## 397 0 26 1 2
## 399 1 13 2 3
## 400 0 16 2 1
## 401 0 11 3 2
## 402 1 11 3 3
## 403 0 7 3 2
## 404 2 9 3 2
## 405 0 6 2 2
## 406 1 21 2 2
## 407 2 13 3 2
## 408 1 7 3 2
## 409 0 31 3 2
## 410 1 22 3 2
## 411 0 6 3 2
## 412 0 10 3 2
## 413 0 8 3 2
## 414 0 4 4 1
## 416 1 15 3 3
## 417 0 12 2 3
## 418 2 4 3 1
## 419 1 14 2 2
## 420 0 10 3 2
## 421 0 5 3 2
## 422 2 15 3 3
## 424 0 0 4 3
## 425 1 5 3 2
## 426 1 18 3 2
## 427 2 1 2 3
## 428 0 3 4 2
## 430 1 13 3 2
## 431 0 5 3 2
## 432 1 6 3 3
## 434 1 1 3 2
## 435 1 11 2 2
## 436 1 8 3 2
## 438 0 8 2 2
## 440 0 10 2 2
## 441 0 10 3 1
## 442 1 9 3 2
## 444 3 8 3 2
## 445 1 24 3 2
## 446 1 17 2 2
## 447 2 19 4 1
## 448 2 10 2 2
## 449 0 10 3 1
## 450 1 10 3 3
## 451 1 10 3 2
## 452 0 6 2 2
## 454 0 10 2 2
## 455 1 21 1 2
## 456 0 21 2 2
## 457 2 10 3 2
## 458 0 11 1 2
## 459 1 5 4 2
## 460 0 10 2 2
## 461 1 8 3 1
## 462 0 15 3 2
## 463 0 16 3 1
## 464 0 9 2 1
## 466 0 6 3 2
## 467 0 7 2 2
## 468 0 5 3 2
## 470 2 5 3 2
## 471 1 6 2 2
## 473 0 17 4 2
## 474 0 9 2 2
## 475 1 4 2 2
## 476 0 14 3 1
## 477 2 9 3 2
## 478 2 8 3 2
## 479 0 12 1 2
## 480 1 16 3 2
## 481 1 6 2 2
## 482 1 8 3 2
## 483 0 16 3 1
## 484 1 19 3 2
## 488 1 5 2 2
## 490 0 10 3 2
## 491 0 22 3 1
## 492 0 25 3 2
## 493 0 8 3 2
## 494 0 11 1 2
## 495 1 10 3 2
## 496 1 29 2 2
## 497 2 8 2 2
## 498 3 4 2 1
## 499 2 17 2 2
## 500 1 10 3 3
## 504 1 10 3 2
## 505 2 26 4 2
## 506 1 12 3 2
## 508 0 14 3 1
## 509 1 13 3 1
## 511 1 10 3 2
## 512 1 13 3 3
## 513 1 10 2 1
## 514 0 15 3 1
## 515 0 3 2 3
## 516 1 13 3 2
## 518 3 7 2 2
## 519 1 10 3 2
## 521 0 6 3 1
## 523 1 25 3 2
## 524 1 31 3 2
## 525 1 7 3 2
## 526 1 30 3 1
## 527 1 9 4 2
## 528 0 6 2 2
## 529 0 6 3 2
## 531 1 20 2 2
## 532 0 15 3 2
## 533 1 10 3 2
## 534 1 9 3 3
## 536 3 7 4 3
## 537 0 10 3 2
## 538 1 4 3 2
## 540 0 9 4 2
## 541 3 10 2 2
## 542 1 14 3 2
## 543 1 1 2 3
## 544 0 14 3 2
## 545 0 6 3 2
## 546 0 10 3 2
## 547 1 29 2 2
## 548 0 10 3 1
## 549 1 19 3 2
## 550 0 6 3 2
## 551 1 22 3 2
## 552 1 6 3 2
## 553 0 10 2 1
## 554 2 13 2 2
## 555 1 5 1 3
## 556 1 17 2 2
## 557 0 19 3 2
## 558 1 6 3 2
## 559 1 10 2 2
## 560 1 8 3 2
## 561 0 13 2 1
## 562 0 23 3 1
## 563 1 4 3 2
## 564 1 13 4 3
## 565 2 7 3 2
## 566 0 6 3 2
## 567 0 9 3 2
## 569 0 10 3 2
## 570 1 22 3 2
## 571 1 14 3 2
## 573 1 7 3 1
## 574 2 10 3 2
## 575 2 6 4 2
## 576 1 7 4 2
## 577 0 20 2 2
## 578 0 7 3 3
## 579 0 10 1 1
## 580 2 6 3 2
## 581 3 7 2 2
## 582 0 16 3 2
## 583 1 15 3 2
## 584 0 8 3 2
## 585 0 9 4 2
## 586 1 15 4 2
## 587 3 17 3 3
## 589 0 8 3 2
## 590 1 4 3 2
## 591 0 4 2 3
## 594 1 10 2 2
## 595 2 18 3 2
## 596 1 9 3 2
## 597 0 16 3 2
## 598 1 20 3 2
## 599 1 6 3 2
## 601 1 1 3 3
## 602 1 9 2 3
## 603 3 9 2 2
## 604 1 10 3 2
## 606 0 32 3 2
## 607 0 20 2 1
## 608 1 8 3 2
## 609 0 8 3 2
## 610 0 3 2 3
## 611 1 10 3 2
## 612 0 10 3 3
## 615 1 10 4 2
## 616 1 15 4 2
## 617 0 8 3 2
## 618 1 9 2 2
## 619 1 9 3 2
## 620 2 1 3 3
## 622 0 20 4 1
## 623 0 10 3 2
## 624 0 9 3 2
## 626 3 5 3 2
## 627 2 5 3 2
## 628 1 12 3 2
## 629 1 23 3 1
## 630 0 9 4 2
## 631 1 19 4 2
## 632 0 14 2 2
## 633 0 19 3 2
## 634 1 7 3 2
## 635 1 10 2 2
## 636 1 2 4 1
## 637 1 23 3 2
## 638 1 9 2 2
## 639 2 6 3 2
## 641 1 1 3 2
## 642 1 15 3 2
## 643 0 31 4 3
## 646 1 15 2 2
## 648 3 3 4 2
## 649 0 16 3 2
## 651 0 3 3 2
## 652 1 12 3 2
## 653 0 20 2 1
## 654 1 15 1 2
## 656 1 5 3 1
## 657 2 16 1 2
## 658 1 26 3 1
## 659 0 8 3 2
## 660 0 6 3 1
## 661 2 10 3 1
## 662 1 14 3 2
## 663 1 13 2 2
## 664 1 3 2 2
## 665 0 10 3 3
## 666 0 10 4 1
## 667 1 11 3 1
## 670 0 36 3 2
## 671 0 16 4 2
## 672 2 6 3 2
## 673 0 5 3 1
## 675 0 5 3 2
## 676 1 26 3 2
## 677 1 10 3 2
## 678 1 10 4 1
## 679 3 18 3 1
## 680 0 13 4 2
## 681 0 5 4 2
## 682 1 8 3 1
## 683 2 10 2 2
## 684 1 12 1 2
## 685 1 5 1 2
## 686 1 13 4 2
## 688 0 7 3 2
## 690 3 13 3 3
## 691 0 10 3 1
## 693 0 14 3 2
## 695 2 6 2 1
## 696 0 3 2 2
## 697 1 23 3 1
## 698 0 16 4 2
## 700 1 25 3 2
## 701 0 1 3 2
## 702 0 6 2 2
## 703 1 16 2 3
## 705 0 7 2 2
## 706 0 16 3 3
## 707 1 14 2 2
## 708 0 8 3 2
## 709 1 5 3 2
## 710 1 31 3 3
## 711 2 9 3 2
## 712 1 32 2 2
## 713 0 7 2 2
## 714 1 16 3 1
## 715 0 10 3 3
## 717 1 10 3 2
## 718 0 10 4 2
## 720 3 10 2 2
## 721 1 10 3 2
## 722 3 9 2 2
## 723 2 10 3 1
## 724 0 15 2 2
## 725 0 8 3 2
## 726 2 5 3 2
## 727 1 10 3 1
## 728 1 5 4 1
## 730 1 3 3 2
## 731 1 4 4 2
## 735 0 1 1 2
## 736 0 9 2 2
## 737 1 21 2 2
## 738 0 13 3 2
## 739 0 5 3 2
## 740 0 9 3 2
## 741 0 6 3 2
## 742 1 10 2 2
## 743 0 10 3 2
## 744 0 3 1 2
## 745 1 6 2 2
## 746 3 2 3 2
## 748 0 14 3 1
## 749 3 6 4 2
## 750 0 4 4 2
## 753 1 32 3 1
## 755 1 16 1 2
## 756 0 9 3 3
## 757 1 10 1 2
## 758 1 20 2 2
## 759 1 7 2 2
## 762 1 26 2 2
## 763 0 19 3 3
## 764 1 19 3 3
## 765 1 4 1 2
## 766 0 10 3 2
## 767 0 10 3 2
## 768 1 20 3 3
## 769 1 12 2 2
## 770 1 15 3 3
## 771 0 9 2 1
## 772 3 24 3 2
## 773 0 20 3 1
## 775 1 24 1 1
## 776 0 2 3 2
## 777 1 6 4 2
## 778 3 1 3 3
## 779 0 7 3 3
## 782 0 20 3 2
## 783 1 7 4 2
## 784 1 10 2 1
## 785 1 4 1 3
## 786 0 9 4 2
## 787 0 15 3 2
## 789 3 34 3 2
## 790 0 2 2 2
## 791 1 10 3 2
## 792 0 9 3 2
## 793 1 10 4 2
## 794 3 17 3 2
## 795 2 7 3 3
## 797 0 21 3 2
## 800 1 13 3 2
## 801 2 10 3 1
## 802 0 10 4 2
## 803 0 21 3 2
## 805 1 17 4 3
## 806 1 15 3 2
## 807 0 6 2 2
## 808 2 2 3 2
## 809 1 10 2 2
## 810 1 6 2 2
## 811 2 12 3 3
## 812 1 7 2 2
## 813 1 5 4 2
## 814 1 27 3 2
## 815 1 3 3 2
## 816 1 15 3 2
## 817 0 12 2 2
## 818 0 14 4 2
## 819 0 6 3 2
## 821 2 6 3 2
## 822 1 10 3 2
## 823 2 8 3 2
## 825 2 7 3 2
## 826 2 23 3 2
## 828 0 4 3 2
## 829 1 9 2 1
## 830 1 32 3 1
## 831 1 9 3 3
## 833 3 6 3 2
## 834 0 1 3 2
## 835 1 34 3 3
## 836 1 9 3 3
## 837 0 8 3 2
## 838 0 10 3 2
## 839 1 28 3 2
## 840 0 29 3 2
## 842 0 10 2 2
## 843 0 31 3 1
## 844 1 10 2 2
## 845 0 6 3 2
## 846 1 10 3 2
## 847 0 1 3 2
## 848 3 19 2 2
## 850 1 8 3 1
## 852 0 10 3 2
## 853 0 10 3 2
## 854 0 9 3 2
## 855 0 4 3 2
## 856 1 1 3 2
## 858 1 10 3 1
## 859 1 7 3 2
## 861 0 8 2 1
## 862 0 23 4 2
## 864 2 28 2 1
## 865 2 10 4 2
## 866 0 11 3 2
## 867 0 4 3 3
## 868 1 11 2 2
## 869 1 7 2 2
## 870 0 10 3 1
## 871 1 7 3 1
## 872 0 5 3 2
## 874 0 5 3 3
## 875 2 7 3 2
## 877 1 8 4 3
## 879 3 10 2 1
## 880 0 29 2 2
## 882 1 7 3 2
## 883 1 6 2 2
## 884 1 5 3 1
## 885 2 10 3 2
## 887 2 11 3 2
## 888 1 7 3 2
## 889 1 10 2 2
## 890 0 6 1 2
## 891 0 9 3 2
## 892 1 9 3 2
## 894 2 6 3 1
## 895 2 29 3 2
## 896 1 12 2 2
## 898 0 21 2 3
## 899 0 10 4 2
## 900 1 6 3 2
## 901 1 6 3 2
## 902 1 11 2 1
## 903 1 18 3 2
## 904 2 8 2 2
## 905 1 26 4 2
## 906 1 4 3 1
## 907 1 21 2 1
## 908 2 8 2 2
## 910 0 1 3 2
## 911 1 25 3 2
## 912 1 7 3 1
## 913 1 7 2 2
## 914 0 14 3 2
## 915 0 8 3 2
## 916 0 5 3 2
## 917 1 3 3 2
## 918 0 5 3 2
## 919 0 1 3 2
## 920 3 12 2 2
## 921 0 4 3 2
## 922 0 1 3 2
## 924 1 10 4 3
## 925 1 36 3 2
## 926 1 10 3 2
## 927 2 10 4 2
## 928 1 20 3 2
## 929 2 1 2 3
## 930 0 8 2 1
## 931 1 15 3 3
## 932 0 10 3 2
## 933 1 10 3 2
## 937 1 17 3 2
## 939 0 18 3 2
## 940 1 1 3 2
## 942 1 11 3 2
## 943 0 28 2 2
## 944 1 4 3 2
## 945 0 0 3 2
## 946 1 6 4 1
## 948 2 3 1 2
## 951 2 10 2 3
## 952 1 8 2 2
## 953 0 8 2 2
## 954 0 6 2 1
## 955 0 9 2 3
## 956 2 9 4 2
## 957 0 37 2 2
## 958 0 10 3 3
## 959 0 21 3 2
## 961 0 6 3 2
## 962 2 9 3 2
## 963 1 13 2 1
## 964 1 12 1 2
## 965 2 2 3 2
## 966 1 29 2 2
## 967 0 5 1 2
## 968 2 10 3 2
## 969 1 32 3 1
## 971 0 7 3 2
## 972 2 10 1 2
## 973 0 5 2 1
## 974 0 1 4 2
## 975 2 5 3 2
## 977 0 19 3 2
## 979 1 17 3 2
## 980 1 23 4 2
## 981 2 6 3 2
## 982 1 15 3 2
## 983 0 6 2 2
## 984 0 5 3 2
## 985 1 8 2 2
## 988 1 7 2 2
## 989 0 21 3 1
## 990 0 3 3 2
## 991 2 13 3 2
## 992 1 5 3 2
## 993 0 12 1 2
## 994 3 5 3 1
## 995 0 6 3 3
## 996 0 16 3 2
## 997 1 3 2 1
## 998 0 29 2 2
## 999 1 12 3 2
## 1001 1 16 3 2
## 1002 0 5 3 1
## 1003 2 10 2 2
## 1004 3 20 3 2
## 1005 1 10 2 2
## 1006 0 9 2 2
## 1007 0 2 3 2
## 1008 1 10 3 2
## 1009 1 26 3 2
## 1010 1 13 1 2
## 1012 1 12 3 2
## 1013 0 13 3 2
## 1016 1 8 3 2
## 1017 1 10 3 2
## 1018 2 10 3 2
## 1019 1 12 3 2
## 1020 0 0 3 3
## 1021 1 9 4 2
## 1022 0 7 3 3
## 1023 3 7 3 2
## 1024 1 25 2 3
## 1025 1 21 2 1
## 1026 0 21 2 3
## 1027 0 9 3 2
## 1028 0 5 3 2
## 1031 3 4 2 2
## 1032 0 10 3 2
## 1033 1 9 3 2
## 1034 1 1 2 2
## 1035 2 11 4 3
## 1037 0 6 2 2
## 1038 1 16 4 2
## 1039 0 9 3 2
## 1040 1 11 2 2
## 1042 0 6 3 2
## 1043 2 10 3 2
## 1044 1 18 2 2
## 1045 0 5 2 3
## 1048 2 12 3 1
## 1052 0 8 3 1
## 1053 0 8 3 2
## 1054 1 6 3 2
## 1055 0 6 2 1
## 1057 1 6 3 1
## 1058 1 22 3 2
## 1059 0 19 2 2
## 1060 0 6 1 2
## 1061 1 13 2 2
## 1062 1 9 3 1
## 1063 1 15 1 1
## 1065 1 12 3 3
## 1066 1 5 4 2
## 1067 3 20 3 2
## 1068 0 33 1 2
## 1069 2 5 3 1
## 1070 1 4 3 2
## 1071 1 5 3 2
## 1072 1 13 1 2
## 1073 0 2 3 2
## 1074 1 10 3 2
## 1075 1 6 3 2
## 1076 0 28 3 2
## 1077 1 26 2 2
## 1078 1 10 3 2
## 1079 0 10 3 2
## 1080 1 19 3 1
## 1081 0 8 3 2
## 1082 1 4 3 2
## 1084 0 15 3 2
## 1085 0 10 3 1
## 1086 1 20 3 1
## 1087 1 6 3 2
## 1088 1 6 1 2
## 1089 1 6 3 2
## 1090 0 6 3 2
## 1091 2 7 3 2
## 1092 1 15 2 3
## 1093 3 10 3 1
## 1094 1 7 4 2
## 1095 2 6 3 3
## 1096 1 8 2 2
## 1097 1 17 2 2
## 1099 1 8 3 2
## 1101 1 21 3 2
## 1102 2 8 3 2
## 1103 1 13 3 3
## 1104 1 35 3 2
## 1105 0 8 3 2
## 1106 2 8 2 1
## 1107 2 9 2 2
## 1108 0 10 4 2
## 1109 0 7 3 1
## 1110 1 6 1 2
## 1111 1 15 3 3
## 1112 1 14 1 2
## 1115 0 25 3 2
## 1116 1 8 2 1
## 1117 0 18 2 2
## 1118 3 10 3 3
## 1119 1 24 3 2
## 1120 2 8 3 2
## 1122 0 27 2 3
## 1123 0 10 3 1
## 1124 1 22 3 3
## 1125 0 2 2 2
## 1128 1 9 3 2
## 1129 0 22 3 2
## 1130 1 4 2 2
## 1131 1 9 3 1
## 1132 2 21 3 2
## 1133 2 10 3 2
## 1134 0 4 3 1
## 1136 2 6 3 2
## 1137 1 17 3 2
## 1138 1 10 3 1
## 1139 2 17 2 2
## 1140 1 14 3 2
## 1141 1 10 3 2
## 1142 1 10 3 2
## 1143 0 27 3 2
## 1144 0 4 3 2
## 1145 0 14 3 1
## 1146 0 8 3 2
## 1147 0 6 4 2
## 1148 1 4 2 2
## 1149 3 3 3 2
## 1150 3 11 3 2
## 1151 3 4 3 1
## 1152 0 8 3 1
## 1153 0 20 2 1
## 1155 0 16 2 2
## 1156 0 21 3 2
## 1158 1 15 3 2
## 1159 1 4 3 2
## 1160 2 7 3 2
## 1162 0 10 4 2
## 1163 0 11 4 1
## 1164 0 12 4 2
## 1166 1 2 3 1
## 1167 1 14 3 2
## 1168 0 6 3 2
## 1169 2 6 2 2
## 1170 1 8 2 2yesAttritionTrainingDataframe## Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 28 Yes 3 2 1 3
## 29 Yes 3 3 1 3
## 37 Yes 2 3 1 3
## 38 Yes 2 2 1 3
## 47 Yes 1 2 2 3
## 49 Yes 3 1 2 3
## 57 Yes 4 1 3 3
## 60 Yes 1 1 4 3
## 61 Yes 2 3 4 3
## 65 Yes 3 1 2 3
## 73 Yes 2 2 3 3
## 75 Yes 3 3 2 3
## 81 Yes 1 2 2 3
## 88 Yes 2 1 2 4
## 92 Yes 2 3 1 3
## 93 Yes 2 1 3 3
## 109 Yes 3 2 2 4
## 127 Yes 1 1 1 4
## 137 Yes 2 1 1 3
## 139 Yes 3 1 1 4
## 151 Yes 3 2 1 3
## 158 Yes 3 4 4 3
## 162 Yes 2 3 1 3
## 166 Yes 2 1 3 3
## 177 Yes 3 5 1 3
## 178 Yes 3 1 1 3
## 201 Yes 4 4 2 3
## 204 Yes 1 1 2 3
## 207 Yes 1 2 3 3
## 208 Yes 3 2 1 3
## 222 Yes 3 2 1 3
## 233 Yes 1 4 3 3
## 236 Yes 2 3 3 3
## 244 Yes 2 1 1 3
## 254 Yes 4 1 1 3
## 261 Yes 2 1 4 3
## 262 Yes 2 1 1 3
## 263 Yes 3 1 4 3
## 268 Yes 3 1 2 3
## 279 Yes 2 2 3 3
## 287 Yes 3 1 2 4
## 298 Yes 1 2 3 4
## 299 Yes 2 1 1 4
## 300 Yes 1 1 4 3
## 305 Yes 3 1 3 4
## 313 Yes 3 1 3 3
## 332 Yes 1 3 4 3
## 333 Yes 3 1 2 3
## 336 Yes 2 2 3 4
## 339 Yes 3 2 3 3
## 358 Yes 2 1 2 3
## 362 Yes 4 1 1 3
## 363 Yes 1 5 4 3
## 377 Yes 4 1 1 3
## 380 Yes 3 1 3 3
## 385 Yes 3 1 3 3
## 390 Yes 2 1 2 3
## 398 Yes 3 1 3 3
## 415 Yes 1 1 3 3
## 423 Yes 1 2 3 3
## 429 Yes 2 1 3 3
## 433 Yes 2 2 1 4
## 437 Yes 3 1 3 3
## 439 Yes 2 1 3 3
## 443 Yes 3 1 3 3
## 453 Yes 3 2 4 3
## 465 Yes 2 1 3 3
## 469 Yes 1 2 1 3
## 472 Yes 2 1 4 4
## 485 Yes 3 3 4 3
## 486 Yes 3 2 4 3
## 487 Yes 3 1 4 3
## 489 Yes 2 3 3 3
## 501 Yes 2 3 1 3
## 502 Yes 2 1 3 3
## 503 Yes 3 1 3 3
## 507 Yes 3 1 3 3
## 510 Yes 3 5 3 3
## 517 Yes 2 1 2 3
## 520 Yes 3 1 4 3
## 522 Yes 3 1 2 3
## 530 Yes 3 1 2 3
## 535 Yes 1 1 1 3
## 539 Yes 3 1 2 3
## 568 Yes 2 2 1 3
## 572 Yes 3 1 4 3
## 588 Yes 2 1 1 4
## 592 Yes 2 2 2 4
## 593 Yes 3 1 3 3
## 600 Yes 3 1 4 3
## 605 Yes 1 1 2 3
## 613 Yes 3 1 1 4
## 614 Yes 2 1 2 3
## 621 Yes 2 1 4 3
## 625 Yes 2 1 1 3
## 640 Yes 3 1 1 3
## 644 Yes 1 1 1 4
## 645 Yes 2 1 1 3
## 647 Yes 3 1 3 3
## 650 Yes 3 1 1 3
## 655 Yes 2 1 3 3
## 668 Yes 1 1 4 3
## 669 Yes 3 2 3 3
## 674 Yes 3 1 2 3
## 687 Yes 3 3 4 3
## 689 Yes 2 1 4 4
## 692 Yes 3 3 2 3
## 694 Yes 3 1 4 4
## 699 Yes 3 1 4 3
## 704 Yes 3 1 2 3
## 716 Yes 1 1 3 3
## 719 Yes 3 2 4 4
## 729 Yes 1 1 4 3
## 732 Yes 3 2 3 3
## 733 Yes 2 1 2 3
## 734 Yes 4 2 3 3
## 747 Yes 2 1 1 3
## 751 Yes 3 1 4 3
## 752 Yes 3 1 2 3
## 754 Yes 3 3 2 4
## 760 Yes 1 5 2 3
## 761 Yes 2 1 1 4
## 774 Yes 2 1 3 3
## 780 Yes 3 1 4 3
## 781 Yes 3 1 2 4
## 788 Yes 2 2 2 3
## 796 Yes 3 1 1 3
## 798 Yes 3 1 1 3
## 799 Yes 2 1 2 4
## 804 Yes 3 3 1 4
## 820 Yes 3 2 3 3
## 824 Yes 3 1 3 3
## 827 Yes 3 3 3 3
## 832 Yes 3 1 3 3
## 841 Yes 3 1 3 3
## 849 Yes 2 2 3 3
## 851 Yes 1 2 3 3
## 857 Yes 3 1 1 3
## 860 Yes 3 3 4 3
## 863 Yes 4 2 4 3
## 873 Yes 4 4 3 3
## 876 Yes 3 2 4 3
## 878 Yes 2 1 3 4
## 881 Yes 3 3 4 3
## 886 Yes 3 2 3 3
## 893 Yes 2 3 4 3
## 897 Yes 3 3 1 4
## 909 Yes 3 1 3 3
## 923 Yes 3 2 3 3
## 934 Yes 2 1 4 3
## 935 Yes 3 1 1 3
## 936 Yes 3 1 1 3
## 938 Yes 1 3 4 3
## 941 Yes 3 1 1 3
## 947 Yes 3 1 2 3
## 949 Yes 3 1 3 3
## 950 Yes 4 2 3 3
## 960 Yes 3 5 2 3
## 970 Yes 3 1 2 3
## 976 Yes 2 1 4 3
## 978 Yes 3 1 1 3
## 986 Yes 4 1 3 3
## 987 Yes 2 1 4 3
## 1000 Yes 3 1 4 4
## 1011 Yes 3 3 3 3
## 1014 Yes 3 2 1 3
## 1015 Yes 2 2 1 3
## 1029 Yes 3 2 3 3
## 1030 Yes 2 3 1 3
## 1036 Yes 3 1 3 3
## 1041 Yes 2 1 2 3
## 1046 Yes 2 1 2 3
## 1047 Yes 3 2 2 3
## 1049 Yes 3 1 3 3
## 1050 Yes 1 2 4 3
## 1051 Yes 2 3 4 3
## 1056 Yes 3 1 1 3
## 1064 Yes 3 1 4 4
## 1083 Yes 3 1 1 3
## 1098 Yes 2 1 4 3
## 1100 Yes 3 2 1 3
## 1113 Yes 3 3 3 3
## 1114 Yes 3 2 3 3
## 1121 Yes 2 3 1 3
## 1126 Yes 1 1 1 4
## 1127 Yes 3 1 3 3
## 1135 Yes 3 1 1 4
## 1154 Yes 3 1 4 3
## 1157 Yes 2 1 3 3
## 1161 Yes 3 1 3 3
## 1165 Yes 2 1 3 3
## StockOptionLevel TotalWorkingYears WorkLifeBalance BusinessTravelNumeric
## 28 0 6 3 2
## 29 0 15 2 2
## 37 0 15 3 2
## 38 3 16 3 2
## 47 0 10 3 2
## 49 0 0 3 1
## 57 0 7 3 1
## 60 0 1 3 1
## 61 1 16 3 2
## 65 1 1 1 2
## 73 0 8 3 2
## 75 0 10 2 2
## 81 0 15 1 2
## 88 1 5 1 2
## 92 1 11 1 2
## 93 0 7 3 2
## 109 1 13 4 2
## 127 0 10 3 1
## 137 1 1 3 2
## 139 0 8 1 2
## 151 0 9 1 2
## 158 3 21 3 1
## 162 0 10 2 3
## 166 0 2 2 2
## 177 1 24 3 2
## 178 1 6 3 1
## 201 0 22 2 3
## 204 0 10 3 2
## 207 0 7 2 2
## 208 0 17 3 2
## 222 2 5 3 1
## 233 0 25 1 1
## 236 0 17 1 2
## 244 0 6 3 2
## 254 0 2 3 2
## 261 0 3 4 1
## 262 0 11 1 2
## 263 1 8 1 2
## 268 0 1 3 2
## 279 0 6 3 2
## 287 0 1 3 2
## 298 0 9 3 1
## 299 0 4 3 3
## 300 0 5 2 2
## 305 0 7 3 2
## 313 0 7 1 1
## 332 0 14 2 2
## 333 3 6 2 1
## 336 0 14 3 1
## 339 0 5 3 1
## 358 0 6 4 2
## 362 0 1 3 1
## 363 1 33 3 2
## 377 0 18 3 2
## 380 0 7 3 2
## 385 3 18 4 2
## 390 0 3 3 1
## 398 0 2 3 2
## 415 1 3 2 1
## 423 0 12 2 2
## 429 0 4 1 2
## 433 0 20 3 1
## 437 0 5 2 2
## 439 0 3 3 2
## 443 0 5 1 2
## 453 0 10 3 2
## 465 1 6 3 1
## 469 0 7 3 3
## 472 0 1 2 1
## 485 1 40 2 2
## 486 0 8 1 2
## 487 0 1 2 2
## 489 0 23 3 2
## 501 0 31 2 2
## 502 0 6 3 2
## 503 2 19 3 1
## 507 0 1 3 2
## 510 0 23 3 2
## 517 3 1 3 2
## 520 0 5 3 2
## 522 3 1 3 2
## 530 3 7 3 2
## 535 0 7 2 2
## 539 0 6 3 2
## 568 1 10 3 2
## 572 0 1 2 2
## 588 0 10 3 2
## 592 0 16 4 2
## 593 1 5 4 1
## 600 1 6 2 2
## 605 0 2 3 2
## 613 0 13 4 2
## 614 0 1 4 2
## 621 0 1 3 1
## 625 0 8 2 1
## 640 1 5 3 2
## 644 1 5 3 3
## 645 1 5 1 3
## 647 0 0 3 3
## 650 0 10 1 2
## 655 0 4 3 1
## 668 3 8 3 2
## 669 1 10 3 2
## 674 1 10 2 1
## 687 0 9 3 1
## 689 0 1 2 2
## 692 1 10 2 3
## 694 0 3 3 1
## 699 0 0 4 1
## 704 0 6 3 2
## 716 1 1 3 2
## 719 0 13 4 1
## 729 0 1 1 2
## 732 0 12 2 2
## 733 0 1 3 1
## 734 0 6 3 3
## 747 3 4 3 2
## 751 0 2 3 1
## 752 0 3 4 1
## 754 3 14 3 2
## 760 0 26 3 2
## 761 0 3 3 2
## 774 1 2 2 2
## 780 3 4 4 2
## 781 0 4 2 2
## 788 0 11 2 2
## 796 0 10 3 1
## 798 0 1 3 2
## 799 0 1 4 3
## 804 0 9 3 2
## 820 0 6 3 2
## 824 1 2 2 1
## 827 3 10 3 2
## 832 0 0 2 2
## 841 0 0 3 2
## 849 2 8 3 2
## 851 1 4 3 2
## 857 0 8 3 2
## 860 1 10 3 2
## 863 0 9 2 3
## 873 0 24 2 2
## 876 1 19 4 2
## 878 0 2 1 1
## 881 1 28 4 2
## 886 1 4 4 2
## 893 0 9 3 2
## 897 0 11 2 2
## 909 0 2 2 2
## 923 1 9 2 2
## 934 1 3 2 1
## 935 0 1 3 2
## 936 0 4 2 1
## 938 0 18 3 1
## 941 0 15 1 2
## 947 0 1 3 2
## 949 1 8 2 1
## 950 0 8 3 1
## 960 0 40 3 2
## 970 1 5 3 2
## 976 0 4 2 2
## 978 0 6 3 2
## 986 0 8 3 1
## 987 1 1 3 1
## 1000 0 1 1 2
## 1011 2 17 3 1
## 1014 1 11 2 1
## 1015 0 9 2 1
## 1029 0 4 3 2
## 1030 1 24 3 2
## 1036 0 1 3 2
## 1041 0 6 4 1
## 1046 2 1 3 1
## 1047 2 7 3 2
## 1049 0 8 3 2
## 1050 2 7 2 2
## 1051 1 34 3 2
## 1056 1 6 3 2
## 1064 1 3 3 2
## 1083 1 1 2 1
## 1098 1 6 2 1
## 1100 0 10 1 2
## 1113 0 15 4 2
## 1114 1 18 3 1
## 1121 1 20 3 2
## 1126 0 1 4 1
## 1127 1 6 3 1
## 1135 0 10 4 2
## 1154 0 1 2 2
## 1157 3 5 3 2
## 1161 0 6 3 2
## 1165 1 8 3 1# for(i in 2:length(columnCombinations)){
# resultsDataframe = data.frame(sensitivity = double(), specificity = double(), kValue = integer(), combination = character())
# columnCombinationsMatrix = combn(columnCombinations, i)
# for(j in 1:ncol(columnCombinationsMatrix)){
# for(k in 1:maxKvalue){
# iterationResultsDataframe = data.frame(sensitivity = double(), specificity = double(), kValue = integer(), combination = character())
# for(l in 1:iterations){
# trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
# trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
#
# classifications = knn.cv(trainingDataSet[,columnCombinationsMatrix[,j]], trainingDataSet$Attrition, k=k, prob = TRUE)
# iterationResultsDataframe[nrow(iterationResultsDataframe) + 1,] = c(confusionMatrix(table(classifications, trainingDataSet$Attrition))$byClass[1], confusionMatrix(table(classifications, trainingDataSet$Attrition))$byClass[2], k, paste(columnCombinationsMatrix[,j], collapse = " "))
# }
# # Pass the mean sensitivity/specificity from the iterationResultsDataframe into resultsDataframe
# resultsDataframe[nrow(resultsDataframe) + 1,] = c(mean(as.numeric(iterationResultsDataframe$sensitivity)), mean(as.numeric(iterationResultsDataframe$specificity)), k, paste(columnCombinationsMatrix[,j], collapse = " "))
# }
# }
# fileLocation = paste("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/SecondaryModelResults/KnnResults/Results1/Results", i, ".csv", sep="")
# write.csv(resultsDataframe, fileLocation, row.names = TRUE)
# }
#
# resultsDataframe# iterations = 20
#
# columnCombinations = c(2,3,4,5,6,7,8,9)
#
# for(i in 2:length(columnCombinations)){
# resultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
# columnCombinationsMatrix = combn(columnCombinations, i)
# for(j in 1:ncol(columnCombinationsMatrix)){
# iterationResultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
# for(l in 1:iterations){
# trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
# trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
#
# model = naiveBayes(trainingDataSet[, columnCombinationsMatrix[,j]], trainingDataSet$Attrition, laplace = 1)
# iterationResultsDataframe[nrow(iterationResultsDataframe) + 1,] = c(confusionMatrix(table(predict(model, trainingDataSet[, columnCombinationsMatrix[,j]]), trainingDataSet$Attrition))$byClass[1], confusionMatrix(table(predict(model, trainingDataSet[, columnCombinationsMatrix[,j]]), trainingDataSet$Attrition))$byClass[2], paste(columnCombinationsMatrix[,j], collapse = " "))
# }
# # Pass the mean sensitivity/specificity from the iterationResultsDataframe into resultsDataframe
# resultsDataframe[nrow(resultsDataframe) + 1,] = c(mean(as.numeric(iterationResultsDataframe$sensitivity)), mean(as.numeric(iterationResultsDataframe$specificity)), paste(columnCombinationsMatrix[,j], collapse = " "))
# }
# fileLocation = paste("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/SecondaryModelResults/NaiveBayesResults/Results1/Results", i, ".csv", sep="")
# write.csv(resultsDataframe, fileLocation, row.names = TRUE)
# }
#
# resultsDataframe# iterations = 250
# trainingPercent = nrow(yesAttritionTrainingDataframe) / nrow(noAttritionTrainingDataframe)
# columnCombinations = c(2, 4, 6, 7, 9)
#
# resultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
# iterationResultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
# for(l in 1:iterations){
# trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
# trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
#
# model = naiveBayes(trainingDataSet[, columnCombinations], trainingDataSet$Attrition, laplace = 1)
# iterationResultsDataframe[nrow(iterationResultsDataframe) + 1,] = c(confusionMatrix(table(predict(model, trainingDataSet[, columnCombinations]), trainingDataSet$Attrition))$byClass[1], confusionMatrix(table(predict(model, trainingDataSet[, columnCombinations]), trainingDataSet$Attrition))$byClass[2], paste(columnCombinations, collapse = " "))
# }
# # Pass the mean sensitivity/specificity from the iterationResultsDataframe into resultsDataframe
# resultsDataframe[nrow(resultsDataframe) + 1,] = c(mean(as.numeric(iterationResultsDataframe$sensitivity)), mean(as.numeric(iterationResultsDataframe$specificity)), paste(columnCombinations, collapse = " "))
#
# resultsDataframenoAttritionDataframe## ID Age BusinessTravel DailyRate Department
## 1 1171 35 Travel_Rarely 750 Research & Development
## 2 1172 33 Travel_Rarely 147 Human Resources
## 3 1173 26 Travel_Rarely 1330 Research & Development
## 4 1174 55 Travel_Rarely 1311 Research & Development
## 5 1175 29 Travel_Rarely 1246 Sales
## 6 1176 51 Travel_Frequently 1456 Research & Development
## 7 1177 52 Non-Travel 585 Sales
## 8 1178 39 Travel_Rarely 1387 Research & Development
## 9 1179 31 Travel_Rarely 1062 Research & Development
## 10 1180 31 Travel_Frequently 534 Research & Development
## 11 1181 40 Travel_Frequently 1469 Research & Development
## 12 1182 31 Travel_Rarely 1082 Research & Development
## 13 1183 33 Non-Travel 775 Research & Development
## 14 1184 50 Travel_Rarely 691 Research & Development
## 15 1185 33 Travel_Rarely 516 Research & Development
## 16 1186 42 Non-Travel 335 Research & Development
## 17 1187 33 Travel_Rarely 575 Research & Development
## 18 1188 29 Travel_Rarely 694 Research & Development
## 19 1189 55 Travel_Rarely 436 Sales
## 20 1190 49 Travel_Rarely 1184 Sales
## 21 1191 32 Travel_Rarely 267 Research & Development
## 22 1192 50 Travel_Rarely 1126 Research & Development
## 23 1193 54 Travel_Rarely 157 Research & Development
## 24 1194 24 Travel_Frequently 897 Human Resources
## 25 1195 45 Travel_Rarely 1038 Research & Development
## 26 1196 36 Non-Travel 635 Sales
## 27 1197 41 Non-Travel 552 Human Resources
## 28 1198 21 Travel_Rarely 1343 Sales
## 29 1199 36 Travel_Rarely 335 Sales
## 30 1200 30 Travel_Frequently 109 Research & Development
## 31 1201 35 Travel_Frequently 146 Research & Development
## 32 1202 46 Travel_Rarely 717 Research & Development
## 33 1203 39 Travel_Rarely 903 Sales
## 34 1204 35 Travel_Rarely 185 Research & Development
## 35 1205 21 Travel_Rarely 1334 Research & Development
## 36 1206 30 Travel_Rarely 1358 Sales
## 37 1207 42 Travel_Frequently 555 Sales
## 38 1208 45 Travel_Frequently 1297 Research & Development
## 39 1209 39 Travel_Frequently 672 Research & Development
## 40 1210 48 Travel_Rarely 715 Research & Development
## 41 1211 38 Travel_Rarely 364 Research & Development
## 42 1212 21 Travel_Rarely 546 Research & Development
## 43 1213 55 Travel_Rarely 836 Research & Development
## 44 1214 59 Travel_Rarely 1429 Research & Development
## 45 1215 58 Travel_Rarely 1145 Research & Development
## 46 1216 49 Travel_Frequently 1064 Research & Development
## 47 1217 52 Travel_Rarely 1490 Research & Development
## 48 1218 37 Travel_Rarely 589 Sales
## 49 1219 37 Non-Travel 1413 Research & Development
## 50 1220 26 Travel_Frequently 921 Research & Development
## 51 1221 52 Travel_Rarely 621 Sales
## 52 1222 33 Travel_Frequently 1392 Research & Development
## 53 1223 32 Non-Travel 300 Research & Development
## 54 1224 51 Travel_Rarely 1178 Sales
## 55 1225 39 Travel_Rarely 1329 Sales
## 56 1226 39 Travel_Frequently 1218 Research & Development
## 57 1227 33 Travel_Rarely 527 Research & Development
## 58 1228 30 Non-Travel 1400 Research & Development
## 59 1229 30 Travel_Rarely 979 Sales
## 60 1230 44 Travel_Rarely 986 Research & Development
## 61 1231 40 Travel_Rarely 1398 Sales
## 62 1232 31 Travel_Rarely 741 Research & Development
## 63 1233 20 Travel_Rarely 1097 Research & Development
## 64 1234 42 Travel_Frequently 481 Sales
## 65 1235 32 Travel_Rarely 495 Research & Development
## 66 1236 33 Travel_Rarely 118 Sales
## 67 1237 53 Travel_Rarely 102 Research & Development
## 68 1238 33 Travel_Frequently 1111 Sales
## 69 1239 24 Travel_Frequently 535 Sales
## 70 1240 42 Travel_Rarely 603 Research & Development
## 71 1241 35 Travel_Rarely 755 Research & Development
## 72 1242 44 Travel_Rarely 200 Research & Development
## 73 1243 54 Travel_Rarely 376 Research & Development
## 74 1244 37 Travel_Rarely 783 Research & Development
## 75 1245 43 Travel_Frequently 422 Research & Development
## 76 1246 28 Travel_Rarely 640 Research & Development
## 77 1247 57 Travel_Rarely 593 Research & Development
## 78 1248 30 Travel_Frequently 1312 Research & Development
## 79 1249 36 Travel_Frequently 469 Research & Development
## 80 1250 36 Travel_Rarely 1041 Human Resources
## 81 1251 34 Travel_Rarely 285 Research & Development
## 82 1252 34 Travel_Rarely 216 Sales
## 83 1253 41 Travel_Rarely 1411 Research & Development
## 84 1254 34 Travel_Frequently 648 Human Resources
## 85 1255 55 Travel_Rarely 147 Research & Development
## 86 1256 52 Travel_Frequently 322 Research & Development
## 87 1257 34 Travel_Rarely 419 Research & Development
## 88 1258 52 Non-Travel 771 Sales
## 89 1259 49 Travel_Rarely 1261 Research & Development
## 90 1260 26 Travel_Rarely 1146 Sales
## 91 1261 44 Travel_Rarely 921 Research & Development
## 92 1262 39 Non-Travel 792 Research & Development
## 93 1263 27 Travel_Rarely 1054 Research & Development
## 94 1264 50 Travel_Frequently 1115 Research & Development
## 95 1265 40 Travel_Rarely 118 Sales
## 96 1266 39 Travel_Frequently 766 Sales
## 97 1267 60 Travel_Rarely 370 Research & Development
## 98 1268 39 Travel_Rarely 867 Research & Development
## 99 1269 29 Travel_Rarely 992 Research & Development
## 100 1270 31 Travel_Rarely 202 Research & Development
## 101 1271 41 Travel_Rarely 896 Sales
## 102 1272 30 Non-Travel 829 Research & Development
## 103 1273 25 Travel_Rarely 1219 Research & Development
## 104 1274 53 Travel_Rarely 1070 Research & Development
## 105 1275 30 Travel_Frequently 448 Sales
## 106 1276 26 Travel_Rarely 1066 Research & Development
## 107 1277 36 Travel_Frequently 1302 Research & Development
## 108 1278 31 Travel_Rarely 1079 Sales
## 109 1279 37 Travel_Rarely 807 Human Resources
## 110 1280 54 Non-Travel 142 Human Resources
## 111 1281 35 Travel_Frequently 662 Sales
## 112 1282 35 Travel_Rarely 1296 Research & Development
## 113 1283 37 Travel_Rarely 367 Research & Development
## 114 1284 38 Travel_Rarely 1084 Research & Development
## 115 1285 58 Travel_Rarely 605 Sales
## 116 1286 43 Travel_Frequently 775 Sales
## 117 1287 30 Travel_Rarely 1465 Research & Development
## 118 1288 29 Travel_Rarely 121 Sales
## 119 1289 24 Non-Travel 1092 Research & Development
## 120 1290 58 Travel_Rarely 682 Sales
## 121 1291 38 Travel_Rarely 1321 Sales
## 122 1292 52 Travel_Rarely 319 Research & Development
## 123 1293 50 Travel_Rarely 264 Sales
## 124 1294 36 Travel_Frequently 884 Research & Development
## 125 1295 36 Travel_Frequently 607 Sales
## 126 1296 53 Travel_Rarely 868 Sales
## 127 1297 29 Travel_Rarely 1396 Sales
## 128 1298 50 Travel_Rarely 1099 Research & Development
## 129 1299 54 Travel_Rarely 821 Research & Development
## 130 1300 36 Non-Travel 894 Research & Development
## 131 1301 56 Travel_Rarely 310 Research & Development
## 132 1302 44 Travel_Rarely 136 Research & Development
## 133 1303 49 Travel_Rarely 1091 Research & Development
## 134 1304 32 Travel_Rarely 414 Sales
## 135 1305 55 Travel_Rarely 111 Sales
## 136 1306 35 Travel_Rarely 1315 Research & Development
## 137 1307 36 Travel_Rarely 1425 Research & Development
## 138 1308 42 Travel_Rarely 1210 Research & Development
## 139 1309 27 Non-Travel 1277 Research & Development
## 140 1310 46 Non-Travel 849 Sales
## 141 1311 45 Travel_Rarely 194 Research & Development
## 142 1312 42 Travel_Frequently 570 Research & Development
## 143 1313 40 Travel_Rarely 448 Research & Development
## 144 1314 32 Travel_Rarely 120 Research & Development
## 145 1315 45 Travel_Rarely 538 Research & Development
## 146 1316 41 Travel_Frequently 143 Sales
## 147 1317 42 Travel_Rarely 188 Research & Development
## 148 1318 31 Travel_Frequently 667 Sales
## 149 1319 28 Travel_Rarely 1117 Research & Development
## 150 1320 55 Travel_Rarely 685 Sales
## 151 1321 33 Travel_Rarely 832 Research & Development
## 152 1322 53 Travel_Rarely 346 Research & Development
## 153 1323 40 Travel_Frequently 530 Research & Development
## 154 1324 30 Travel_Rarely 1092 Research & Development
## 155 1325 40 Travel_Rarely 804 Research & Development
## 156 1326 31 Travel_Rarely 329 Research & Development
## 157 1327 34 Non-Travel 999 Research & Development
## 158 1328 40 Travel_Rarely 299 Sales
## 159 1329 21 Travel_Rarely 391 Research & Development
## 160 1330 35 Non-Travel 1097 Research & Development
## 161 1331 40 Travel_Rarely 369 Research & Development
## 162 1332 28 Travel_Rarely 1083 Research & Development
## 163 1333 34 Travel_Rarely 699 Research & Development
## 164 1334 29 Travel_Rarely 806 Research & Development
## 165 1335 42 Travel_Rarely 1265 Research & Development
## 166 1336 29 Travel_Rarely 1283 Research & Development
## 167 1337 51 Travel_Frequently 237 Sales
## 168 1338 27 Non-Travel 210 Sales
## 169 1339 50 Travel_Rarely 1207 Research & Development
## 170 1340 35 Travel_Rarely 195 Sales
## 171 1341 25 Travel_Rarely 180 Research & Development
## 172 1342 44 Travel_Rarely 935 Research & Development
## 173 1343 27 Travel_Rarely 975 Research & Development
## 174 1344 38 Travel_Rarely 1380 Research & Development
## 175 1345 27 Travel_Rarely 1469 Research & Development
## 176 1346 49 Travel_Frequently 279 Research & Development
## 177 1347 49 Travel_Rarely 1418 Research & Development
## 178 1348 35 Travel_Rarely 1349 Research & Development
## 179 1349 44 Travel_Rarely 1315 Research & Development
## 180 1350 44 Travel_Rarely 1448 Sales
## 181 1351 26 Travel_Frequently 575 Research & Development
## 182 1352 43 Travel_Rarely 1273 Research & Development
## 183 1353 50 Travel_Rarely 328 Research & Development
## 184 1354 41 Travel_Rarely 930 Sales
## 185 1355 43 Travel_Rarely 982 Research & Development
## 186 1356 53 Travel_Rarely 238 Sales
## 187 1357 45 Travel_Rarely 1005 Research & Development
## 188 1358 20 Travel_Rarely 805 Research & Development
## 189 1359 54 Travel_Frequently 966 Research & Development
## 190 1360 39 Travel_Rarely 524 Research & Development
## 191 1361 30 Travel_Rarely 1334 Sales
## 192 1362 39 Travel_Rarely 170 Research & Development
## 193 1363 35 Travel_Rarely 819 Research & Development
## 194 1364 38 Travel_Frequently 1186 Research & Development
## 195 1365 25 Travel_Rarely 622 Sales
## 196 1366 29 Travel_Rarely 738 Research & Development
## 197 1367 34 Travel_Frequently 988 Human Resources
## 198 1368 31 Non-Travel 979 Research & Development
## 199 1369 51 Travel_Rarely 770 Human Resources
## 200 1370 54 Travel_Rarely 155 Research & Development
## 201 1371 41 Travel_Frequently 840 Research & Development
## 202 1372 28 Travel_Rarely 1181 Research & Development
## 203 1373 39 Travel_Rarely 1431 Research & Development
## 204 1374 36 Travel_Rarely 363 Research & Development
## 205 1375 53 Non-Travel 661 Research & Development
## 206 1376 31 Travel_Rarely 140 Research & Development
## 207 1377 28 Travel_Rarely 304 Sales
## 208 1378 33 Non-Travel 1283 Sales
## 209 1379 38 Travel_Rarely 437 Sales
## 210 1380 50 Travel_Rarely 854 Sales
## 211 1381 26 Travel_Frequently 575 Research & Development
## 212 1382 45 Travel_Rarely 549 Research & Development
## 213 1383 38 Travel_Frequently 240 Research & Development
## 214 1384 32 Travel_Rarely 638 Research & Development
## 215 1385 42 Travel_Rarely 201 Research & Development
## 216 1386 34 Travel_Rarely 1440 Sales
## 217 1387 29 Travel_Rarely 598 Research & Development
## 218 1388 31 Travel_Rarely 330 Research & Development
## 219 1389 23 Travel_Rarely 1309 Research & Development
## 220 1390 36 Non-Travel 217 Research & Development
## 221 1391 30 Travel_Rarely 570 Sales
## 222 1392 29 Travel_Rarely 1090 Sales
## 223 1393 42 Travel_Rarely 532 Research & Development
## 224 1394 51 Travel_Rarely 684 Research & Development
## 225 1395 22 Travel_Rarely 1230 Research & Development
## 226 1396 35 Travel_Rarely 1276 Research & Development
## 227 1397 35 Travel_Frequently 482 Research & Development
## 228 1398 35 Travel_Frequently 1199 Research & Development
## 229 1399 40 Travel_Rarely 1124 Sales
## 230 1400 37 Travel_Rarely 1107 Research & Development
## 231 1401 35 Travel_Rarely 104 Research & Development
## 232 1402 25 Travel_Rarely 141 Sales
## 233 1403 44 Travel_Rarely 1199 Research & Development
## 234 1404 35 Travel_Rarely 144 Research & Development
## 235 1405 31 Travel_Frequently 754 Sales
## 236 1406 35 Travel_Rarely 1258 Research & Development
## 237 1407 33 Travel_Rarely 924 Research & Development
## 238 1408 29 Travel_Rarely 441 Research & Development
## 239 1409 55 Travel_Rarely 452 Research & Development
## 240 1410 55 Travel_Rarely 1117 Sales
## 241 1411 22 Travel_Rarely 581 Research & Development
## 242 1412 32 Non-Travel 953 Research & Development
## 243 1413 50 Travel_Rarely 1464 Research & Development
## 244 1414 36 Travel_Rarely 1174 Sales
## 245 1415 40 Travel_Frequently 1395 Research & Development
## 246 1416 33 Travel_Frequently 827 Research & Development
## 247 1417 31 Travel_Frequently 523 Research & Development
## 248 1418 26 Travel_Rarely 991 Research & Development
## 249 1419 31 Travel_Frequently 1445 Research & Development
## 250 1420 35 Travel_Rarely 735 Research & Development
## 251 1421 33 Travel_Rarely 1017 Research & Development
## 252 1422 41 Non-Travel 247 Research & Development
## 253 1423 41 Travel_Rarely 427 Human Resources
## 254 1424 27 Non-Travel 443 Research & Development
## 255 1425 46 Travel_Rarely 406 Sales
## 256 1426 50 Travel_Rarely 1046 Research & Development
## 257 1427 45 Travel_Frequently 1199 Research & Development
## 258 1428 30 Non-Travel 879 Research & Development
## 259 1429 26 Travel_Rarely 950 Sales
## 260 1430 40 Travel_Rarely 1137 Research & Development
## 261 1431 55 Travel_Rarely 1136 Research & Development
## 262 1432 31 Non-Travel 587 Sales
## 263 1433 33 Non-Travel 722 Sales
## 264 1434 50 Travel_Frequently 878 Sales
## 265 1435 24 Non-Travel 673 Research & Development
## 266 1436 45 Travel_Rarely 950 Research & Development
## 267 1437 53 Travel_Rarely 1395 Research & Development
## 268 1438 31 Travel_Rarely 525 Sales
## 269 1439 39 Non-Travel 592 Research & Development
## 270 1440 35 Travel_Rarely 583 Research & Development
## 271 1441 38 Travel_Rarely 723 Sales
## 272 1442 23 Travel_Rarely 1243 Research & Development
## 273 1443 31 Non-Travel 325 Research & Development
## 274 1444 21 Travel_Rarely 156 Sales
## 275 1445 19 Travel_Rarely 489 Human Resources
## 276 1446 29 Travel_Rarely 592 Research & Development
## 277 1447 26 Travel_Frequently 1283 Sales
## 278 1448 43 Travel_Rarely 574 Research & Development
## 279 1449 32 Travel_Rarely 371 Sales
## 280 1450 22 Travel_Rarely 534 Research & Development
## 281 1451 28 Travel_Rarely 1404 Research & Development
## 282 1452 29 Travel_Frequently 806 Research & Development
## 283 1453 54 Travel_Rarely 1082 Sales
## 284 1454 56 Travel_Frequently 1240 Research & Development
## 285 1455 29 Travel_Frequently 115 Sales
## 286 1456 23 Travel_Rarely 1320 Research & Development
## 287 1457 41 Travel_Rarely 1085 Research & Development
## 288 1458 27 Travel_Rarely 1220 Research & Development
## 289 1459 44 Travel_Frequently 920 Research & Development
## 290 1460 22 Travel_Rarely 604 Research & Development
## 291 1461 44 Travel_Rarely 625 Research & Development
## 292 1462 37 Travel_Rarely 571 Research & Development
## 293 1463 30 Travel_Rarely 241 Research & Development
## 294 1464 49 Travel_Frequently 1023 Sales
## 295 1465 26 Travel_Rarely 474 Research & Development
## 296 1466 36 Travel_Rarely 938 Research & Development
## 297 1467 32 Travel_Rarely 1093 Sales
## 298 1468 26 Travel_Rarely 1357 Research & Development
## 299 1469 45 Travel_Rarely 252 Research & Development
## 300 1470 47 Travel_Rarely 249 Sales
## DistanceFromHome Education EducationField EmployeeCount EmployeeNumber
## 1 28 3 Life Sciences 1 1596
## 2 2 3 Human Resources 1 1207
## 3 21 3 Medical 1 1107
## 4 2 3 Life Sciences 1 505
## 5 19 3 Life Sciences 1 1497
## 6 1 4 Medical 1 145
## 7 29 4 Life Sciences 1 2019
## 8 10 5 Medical 1 1618
## 9 24 3 Medical 1 1252
## 10 20 3 Life Sciences 1 587
## 11 9 4 Medical 1 964
## 12 1 4 Medical 1 95
## 13 4 3 Technical Degree 1 1771
## 14 2 3 Medical 1 815
## 15 8 5 Life Sciences 1 1515
## 16 23 2 Life Sciences 1 1976
## 17 25 3 Life Sciences 1 1545
## 18 1 3 Life Sciences 1 1264
## 19 2 1 Medical 1 842
## 20 11 3 Marketing 1 840
## 21 29 4 Life Sciences 1 2010
## 22 1 2 Medical 1 997
## 23 10 3 Medical 1 1980
## 24 10 3 Medical 1 1746
## 25 20 3 Medical 1 1460
## 26 10 4 Medical 1 592
## 27 4 3 Human Resources 1 1722
## 28 22 1 Technical Degree 1 669
## 29 17 2 Marketing 1 1908
## 30 5 3 Medical 1 1017
## 31 2 4 Medical 1 1704
## 32 13 4 Life Sciences 1 1727
## 33 2 5 Life Sciences 1 985
## 34 23 4 Medical 1 1826
## 35 10 3 Life Sciences 1 1079
## 36 16 1 Life Sciences 1 1479
## 37 26 3 Marketing 1 404
## 38 1 4 Medical 1 1922
## 39 7 2 Medical 1 444
## 40 1 3 Life Sciences 1 1263
## 41 3 5 Technical Degree 1 193
## 42 5 1 Medical 1 1623
## 43 8 3 Medical 1 84
## 44 18 4 Medical 1 1283
## 45 9 3 Medical 1 214
## 46 2 1 Life Sciences 1 1941
## 47 4 2 Life Sciences 1 546
## 48 9 2 Marketing 1 1787
## 49 5 2 Technical Degree 1 1440
## 50 1 1 Medical 1 1068
## 51 3 4 Marketing 1 776
## 52 3 4 Life Sciences 1 5
## 53 1 3 Life Sciences 1 882
## 54 14 2 Life Sciences 1 500
## 55 4 4 Life Sciences 1 182
## 56 1 1 Life Sciences 1 531
## 57 1 4 Other 1 780
## 58 3 3 Life Sciences 1 562
## 59 15 2 Marketing 1 1754
## 60 8 4 Life Sciences 1 874
## 61 2 4 Life Sciences 1 558
## 62 2 4 Life Sciences 1 1721
## 63 11 3 Medical 1 1016
## 64 12 3 Life Sciences 1 1167
## 65 10 3 Medical 1 1516
## 66 16 3 Marketing 1 819
## 67 23 4 Life Sciences 1 901
## 68 5 1 Life Sciences 1 1395
## 69 24 3 Medical 1 632
## 70 7 4 Medical 1 1292
## 71 9 4 Life Sciences 1 496
## 72 29 4 Other 1 1225
## 73 19 4 Medical 1 799
## 74 7 4 Medical 1 1885
## 75 1 3 Life Sciences 1 902
## 76 1 3 Technical Degree 1 1301
## 77 1 4 Medical 1 482
## 78 2 4 Technical Degree 1 1745
## 79 3 3 Technical Degree 1 1257
## 80 13 3 Human Resources 1 829
## 81 29 3 Medical 1 1377
## 82 1 4 Marketing 1 1047
## 83 19 2 Life Sciences 1 334
## 84 11 3 Life Sciences 1 1289
## 85 20 2 Technical Degree 1 389
## 86 28 2 Medical 1 1401
## 87 7 4 Life Sciences 1 28
## 88 2 4 Life Sciences 1 329
## 89 7 3 Other 1 499
## 90 8 3 Technical Degree 1 796
## 91 2 3 Life Sciences 1 1703
## 92 1 3 Life Sciences 1 1737
## 93 8 3 Medical 1 1751
## 94 1 3 Life Sciences 1 141
## 95 14 2 Life Sciences 1 1598
## 96 20 3 Life Sciences 1 1812
## 97 1 4 Medical 1 1697
## 98 9 2 Medical 1 1936
## 99 1 3 Technical Degree 1 300
## 100 8 3 Life Sciences 1 1433
## 101 6 3 Life Sciences 1 298
## 102 1 1 Life Sciences 1 292
## 103 4 1 Technical Degree 1 1106
## 104 3 4 Medical 1 386
## 105 12 4 Life Sciences 1 648
## 106 2 2 Medical 1 1018
## 107 6 4 Life Sciences 1 1594
## 108 10 2 Medical 1 1912
## 109 6 4 Human Resources 1 133
## 110 26 3 Human Resources 1 148
## 111 18 4 Marketing 1 1380
## 112 5 4 Technical Degree 1 464
## 113 25 2 Medical 1 1161
## 114 29 3 Technical Degree 1 273
## 115 21 3 Life Sciences 1 1938
## 116 15 3 Life Sciences 1 754
## 117 1 3 Medical 1 1241
## 118 27 3 Marketing 1 283
## 119 9 3 Life Sciences 1 812
## 120 10 4 Medical 1 131
## 121 1 4 Life Sciences 1 1995
## 122 3 3 Medical 1 543
## 123 9 3 Marketing 1 1591
## 124 23 2 Medical 1 2061
## 125 7 3 Marketing 1 1362
## 126 8 3 Marketing 1 897
## 127 10 3 Life Sciences 1 749
## 128 29 4 Life Sciences 1 569
## 129 5 2 Medical 1 522
## 130 1 4 Medical 1 1662
## 131 7 2 Technical Degree 1 2032
## 132 28 3 Life Sciences 1 1523
## 133 1 2 Technical Degree 1 431
## 134 2 4 Marketing 1 1862
## 135 1 2 Life Sciences 1 106
## 136 22 3 Life Sciences 1 381
## 137 14 1 Life Sciences 1 924
## 138 2 3 Medical 1 1542
## 139 8 5 Life Sciences 1 1094
## 140 26 2 Life Sciences 1 1801
## 141 9 3 Life Sciences 1 206
## 142 8 3 Life Sciences 1 809
## 143 16 3 Life Sciences 1 1641
## 144 6 5 Life Sciences 1 231
## 145 1 4 Technical Degree 1 1553
## 146 4 3 Marketing 1 488
## 147 29 3 Medical 1 1148
## 148 1 4 Life Sciences 1 1427
## 149 8 2 Life Sciences 1 395
## 150 26 5 Marketing 1 1578
## 151 5 4 Life Sciences 1 338
## 152 6 3 Life Sciences 1 769
## 153 1 4 Life Sciences 1 119
## 154 10 3 Medical 1 1816
## 155 2 1 Medical 1 763
## 156 1 2 Life Sciences 1 530
## 157 26 1 Technical Degree 1 1374
## 158 25 4 Marketing 1 1318
## 159 15 2 Life Sciences 1 30
## 160 11 2 Medical 1 70
## 161 8 2 Life Sciences 1 1724
## 162 29 1 Life Sciences 1 1514
## 163 6 1 Medical 1 31
## 164 7 3 Technical Degree 1 1299
## 165 3 3 Life Sciences 1 894
## 166 23 3 Life Sciences 1 495
## 167 9 3 Life Sciences 1 1282
## 168 1 1 Marketing 1 449
## 169 28 1 Medical 1 716
## 170 1 3 Medical 1 620
## 171 2 1 Medical 1 854
## 172 3 3 Life Sciences 1 1333
## 173 7 3 Medical 1 764
## 174 9 2 Life Sciences 1 245
## 175 1 2 Medical 1 497
## 176 8 1 Life Sciences 1 2
## 177 1 3 Technical Degree 1 887
## 178 7 2 Life Sciences 1 1601
## 179 3 4 Other 1 671
## 180 28 3 Medical 1 1039
## 181 1 2 Life Sciences 1 792
## 182 2 2 Medical 1 46
## 183 1 3 Medical 1 249
## 184 3 3 Life Sciences 1 2037
## 185 12 3 Life Sciences 1 520
## 186 1 1 Medical 1 682
## 187 28 2 Technical Degree 1 1719
## 188 3 3 Life Sciences 1 1198
## 189 1 4 Life Sciences 1 1245
## 190 18 2 Life Sciences 1 1322
## 191 4 2 Medical 1 121
## 192 3 2 Medical 1 1627
## 193 18 5 Life Sciences 1 1621
## 194 3 4 Other 1 1060
## 195 13 1 Medical 1 645
## 196 9 5 Other 1 455
## 197 23 3 Human Resources 1 590
## 198 1 4 Medical 1 308
## 199 5 3 Life Sciences 1 1352
## 200 9 2 Life Sciences 1 1969
## 201 9 3 Medical 1 999
## 202 1 3 Life Sciences 1 1799
## 203 1 4 Medical 1 332
## 204 1 3 Technical Degree 1 1237
## 205 1 4 Medical 1 1775
## 206 12 1 Medical 1 246
## 207 9 4 Life Sciences 1 498
## 208 2 3 Marketing 1 1756
## 209 16 3 Life Sciences 1 1583
## 210 1 4 Medical 1 323
## 211 3 1 Technical Degree 1 510
## 212 8 4 Other 1 452
## 213 2 4 Life Sciences 1 803
## 214 8 2 Medical 1 865
## 215 1 4 Life Sciences 1 517
## 216 7 2 Technical Degree 1 1541
## 217 9 3 Life Sciences 1 1558
## 218 22 4 Medical 1 1389
## 219 26 1 Life Sciences 1 465
## 220 18 4 Life Sciences 1 1133
## 221 5 3 Marketing 1 456
## 222 10 3 Marketing 1 766
## 223 4 2 Technical Degree 1 319
## 224 6 3 Life Sciences 1 162
## 225 1 2 Life Sciences 1 872
## 226 16 3 Life Sciences 1 586
## 227 4 4 Life Sciences 1 1350
## 228 18 4 Life Sciences 1 2049
## 229 1 2 Medical 1 453
## 230 14 3 Life Sciences 1 515
## 231 2 3 Life Sciences 1 1569
## 232 3 1 Other 1 879
## 233 4 2 Life Sciences 1 1288
## 234 22 3 Life Sciences 1 577
## 235 26 4 Marketing 1 1967
## 236 1 4 Life Sciences 1 826
## 237 2 3 Medical 1 39
## 238 8 1 Other 1 1544
## 239 1 3 Medical 1 374
## 240 18 5 Life Sciences 1 597
## 241 1 2 Life Sciences 1 2007
## 242 5 4 Technical Degree 1 1764
## 243 2 4 Medical 1 1061
## 244 3 4 Marketing 1 1425
## 245 26 3 Medical 1 202
## 246 1 4 Other 1 998
## 247 2 3 Life Sciences 1 1464
## 248 6 3 Life Sciences 1 686
## 249 1 5 Life Sciences 1 1459
## 250 6 1 Life Sciences 1 1291
## 251 25 3 Medical 1 1108
## 252 7 1 Life Sciences 1 1035
## 253 10 4 Human Resources 1 731
## 254 3 3 Medical 1 850
## 255 3 1 Marketing 1 1124
## 256 10 3 Technical Degree 1 491
## 257 7 4 Life Sciences 1 341
## 258 9 2 Medical 1 1298
## 259 4 4 Marketing 1 401
## 260 1 4 Life Sciences 1 1892
## 261 1 4 Medical 1 1424
## 262 2 4 Life Sciences 1 1324
## 263 17 3 Life Sciences 1 992
## 264 1 4 Life Sciences 1 2044
## 265 11 2 Other 1 26
## 266 28 3 Technical Degree 1 1546
## 267 24 4 Medical 1 1689
## 268 6 4 Medical 1 653
## 269 2 3 Life Sciences 1 1458
## 270 25 4 Medical 1 1014
## 271 2 4 Marketing 1 1835
## 272 6 3 Life Sciences 1 811
## 273 5 3 Medical 1 2057
## 274 12 3 Life Sciences 1 494
## 275 2 2 Technical Degree 1 566
## 276 7 3 Life Sciences 1 1883
## 277 1 3 Medical 1 956
## 278 11 3 Life Sciences 1 1971
## 279 19 3 Life Sciences 1 1739
## 280 15 3 Medical 1 144
## 281 17 3 Technical Degree 1 1960
## 282 1 4 Life Sciences 1 710
## 283 2 4 Life Sciences 1 1070
## 284 9 3 Medical 1 1071
## 285 13 3 Technical Degree 1 1487
## 286 8 1 Medical 1 1684
## 287 2 4 Life Sciences 1 927
## 288 5 3 Life Sciences 1 434
## 289 24 3 Life Sciences 1 392
## 290 6 1 Medical 1 675
## 291 4 3 Medical 1 852
## 292 10 1 Life Sciences 1 802
## 293 7 3 Medical 1 1609
## 294 2 3 Medical 1 2065
## 295 3 3 Life Sciences 1 1581
## 296 2 4 Medical 1 958
## 297 6 4 Medical 1 125
## 298 25 3 Life Sciences 1 55
## 299 1 3 Other 1 336
## 300 2 2 Marketing 1 903
## EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1 2 Male 46 4 2
## 2 2 Male 99 3 1
## 3 1 Male 37 3 1
## 4 3 Female 97 3 4
## 5 3 Male 77 2 2
## 6 1 Female 30 2 3
## 7 1 Male 40 3 1
## 8 2 Male 76 3 2
## 9 3 Female 96 2 2
## 10 1 Male 66 3 3
## 11 4 Male 35 3 1
## 12 3 Male 87 3 1
## 13 4 Male 90 3 2
## 14 3 Male 64 3 4
## 15 4 Male 69 3 2
## 16 4 Male 37 2 2
## 17 4 Male 44 2 2
## 18 4 Female 87 2 4
## 19 3 Male 37 3 2
## 20 3 Female 43 3 3
## 21 3 Female 49 2 1
## 22 4 Male 66 3 4
## 23 3 Female 77 3 2
## 24 1 Male 59 3 1
## 25 2 Male 95 1 3
## 26 2 Male 32 3 3
## 27 3 Male 60 1 2
## 28 3 Male 49 3 1
## 29 3 Male 33 2 2
## 30 2 Female 60 3 1
## 31 1 Male 79 2 1
## 32 3 Male 34 3 2
## 33 1 Male 41 4 3
## 34 2 Male 91 1 1
## 35 3 Female 36 2 1
## 36 4 Male 96 3 2
## 37 3 Female 77 3 4
## 38 2 Male 44 3 2
## 39 3 Male 54 2 5
## 40 4 Male 76 2 5
## 41 4 Female 32 3 2
## 42 3 Male 97 3 1
## 43 4 Female 33 3 4
## 44 4 Male 67 3 3
## 45 2 Female 75 2 1
## 46 2 Male 42 3 5
## 47 4 Female 30 3 4
## 48 2 Male 46 2 2
## 49 3 Male 84 4 1
## 50 1 Female 66 2 1
## 51 3 Male 31 2 4
## 52 4 Female 56 3 1
## 53 4 Male 61 3 1
## 54 3 Female 87 3 2
## 55 4 Female 47 2 2
## 56 2 Male 52 3 5
## 57 4 Male 63 3 1
## 58 3 Male 53 3 1
## 59 3 Male 94 2 3
## 60 1 Male 62 4 1
## 61 3 Female 79 3 5
## 62 2 Male 69 3 1
## 63 4 Female 98 2 1
## 64 3 Male 44 3 4
## 65 3 Male 64 3 3
## 66 1 Female 69 3 2
## 67 4 Female 72 3 4
## 68 2 Male 61 3 2
## 69 4 Male 38 3 1
## 70 2 Female 78 4 2
## 71 3 Male 97 2 2
## 72 4 Male 32 3 2
## 73 4 Female 95 3 2
## 74 4 Male 78 3 2
## 75 4 Female 33 3 2
## 76 4 Male 84 3 1
## 77 4 Male 88 3 2
## 78 4 Female 78 2 1
## 79 3 Male 46 3 1
## 80 3 Male 36 3 1
## 81 2 Male 86 3 2
## 82 2 Male 75 4 2
## 83 3 Male 36 3 2
## 84 3 Male 56 2 2
## 85 2 Male 37 3 2
## 86 4 Female 59 4 4
## 87 1 Female 53 3 3
## 88 1 Male 79 2 5
## 89 2 Male 31 2 3
## 90 4 Male 38 2 2
## 91 3 Female 96 4 3
## 92 4 Male 77 3 2
## 93 3 Female 67 3 1
## 94 1 Female 73 3 5
## 95 4 Female 84 3 2
## 96 3 Male 83 3 2
## 97 3 Male 92 1 3
## 98 1 Male 87 3 2
## 99 3 Male 85 3 1
## 100 1 Female 34 2 1
## 101 4 Female 75 3 3
## 102 3 Male 88 2 3
## 103 4 Male 32 3 1
## 104 3 Male 45 3 4
## 105 2 Male 74 2 1
## 106 4 Male 32 4 2
## 107 1 Male 80 4 2
## 108 3 Female 86 3 2
## 109 3 Male 63 3 1
## 110 4 Female 30 4 4
## 111 4 Female 67 3 2
## 112 3 Male 62 3 3
## 113 3 Female 52 2 2
## 114 4 Male 54 3 2
## 115 4 Female 72 3 4
## 116 4 Male 47 2 2
## 117 4 Male 63 3 1
## 118 2 Female 35 3 3
## 119 3 Male 60 2 1
## 120 4 Male 37 3 4
## 121 4 Male 86 3 2
## 122 4 Male 39 2 3
## 123 3 Male 59 3 5
## 124 3 Male 41 4 2
## 125 1 Female 83 4 2
## 126 1 Male 73 3 4
## 127 3 Male 99 3 1
## 128 2 Male 88 2 4
## 129 1 Male 86 3 5
## 130 4 Female 33 2 2
## 131 4 Male 72 3 1
## 132 4 Male 32 3 4
## 133 3 Female 90 2 4
## 134 3 Male 82 2 2
## 135 1 Male 70 3 3
## 136 2 Female 71 4 3
## 137 3 Male 68 3 2
## 138 3 Male 68 2 1
## 139 1 Male 87 1 1
## 140 2 Male 98 2 2
## 141 2 Male 60 3 2
## 142 2 Male 66 3 5
## 143 3 Female 84 3 3
## 144 3 Male 43 3 1
## 145 1 Male 66 3 3
## 146 1 Male 56 3 2
## 147 2 Male 56 1 2
## 148 2 Female 50 1 1
## 149 4 Female 66 3 1
## 150 3 Male 60 2 5
## 151 3 Female 63 2 1
## 152 4 Male 86 3 2
## 153 3 Male 78 2 4
## 154 1 Female 64 3 3
## 155 4 Female 86 2 1
## 156 4 Male 98 2 1
## 157 1 Female 92 2 1
## 158 4 Male 57 2 3
## 159 3 Male 96 3 1
## 160 3 Male 79 2 3
## 161 2 Female 92 3 2
## 162 3 Male 96 1 2
## 163 2 Male 83 3 1
## 164 2 Female 39 3 1
## 165 3 Female 95 4 2
## 166 4 Male 54 3 1
## 167 4 Male 83 3 5
## 168 3 Male 73 3 2
## 169 4 Male 74 4 1
## 170 1 Female 80 3 2
## 171 1 Male 65 4 1
## 172 1 Male 89 3 1
## 173 4 Female 55 2 2
## 174 3 Female 75 3 1
## 175 4 Male 82 3 1
## 176 3 Male 61 2 2
## 177 3 Female 36 3 1
## 178 3 Male 63 2 1
## 179 4 Male 35 3 5
## 180 4 Female 53 4 4
## 181 1 Female 71 1 1
## 182 4 Female 72 4 1
## 183 3 Male 86 2 1
## 184 3 Male 57 2 2
## 185 1 Male 59 2 4
## 186 4 Female 34 3 2
## 187 4 Female 48 2 4
## 188 1 Male 87 2 1
## 189 4 Female 53 3 3
## 190 1 Male 32 3 2
## 191 3 Female 63 2 2
## 192 3 Male 76 2 2
## 193 2 Male 48 4 2
## 194 3 Male 44 3 1
## 195 2 Male 40 3 1
## 196 2 Male 30 2 1
## 197 2 Female 43 3 3
## 198 3 Male 90 1 2
## 199 3 Male 84 3 4
## 200 1 Female 67 3 2
## 201 1 Male 64 3 5
## 202 3 Male 82 3 1
## 203 3 Female 96 3 1
## 204 3 Female 77 1 3
## 205 1 Female 60 2 4
## 206 3 Female 95 3 1
## 207 2 Male 92 3 2
## 208 4 Female 62 3 2
## 209 2 Female 90 3 2
## 210 4 Female 68 3 5
## 211 3 Male 73 3 1
## 212 4 Male 75 3 2
## 213 1 Female 75 4 2
## 214 3 Female 91 4 2
## 215 2 Female 95 3 1
## 216 2 Male 55 3 1
## 217 3 Male 91 4 1
## 218 4 Male 98 3 2
## 219 3 Male 83 3 1
## 220 1 Male 78 3 2
## 221 4 Female 30 2 2
## 222 4 Male 83 3 1
## 223 3 Male 58 3 5
## 224 1 Male 51 3 5
## 225 4 Male 33 2 2
## 226 4 Male 72 3 3
## 227 3 Male 87 3 2
## 228 3 Male 80 3 2
## 229 2 Male 57 1 2
## 230 4 Female 95 3 1
## 231 1 Female 69 3 1
## 232 3 Male 98 3 2
## 233 3 Male 92 4 5
## 234 4 Male 46 1 1
## 235 1 Male 63 3 2
## 236 4 Female 40 4 1
## 237 3 Male 78 3 1
## 238 3 Female 39 1 2
## 239 4 Male 81 3 5
## 240 1 Female 83 3 4
## 241 4 Male 63 3 1
## 242 2 Male 65 3 1
## 243 2 Male 62 3 5
## 244 1 Female 99 3 2
## 245 2 Female 54 3 2
## 246 3 Female 84 4 2
## 247 2 Male 94 3 1
## 248 3 Female 71 3 1
## 249 3 Female 100 4 3
## 250 3 Male 66 3 1
## 251 1 Male 55 2 1
## 252 2 Female 55 1 5
## 253 2 Male 73 2 5
## 254 4 Male 50 3 1
## 255 1 Male 52 3 4
## 256 4 Male 100 2 3
## 257 1 Male 77 4 2
## 258 3 Female 72 3 2
## 259 4 Male 48 2 2
## 260 1 Male 98 3 4
## 261 2 Male 81 4 4
## 262 4 Female 57 3 3
## 263 4 Male 38 3 4
## 264 2 Male 94 3 2
## 265 1 Female 96 4 2
## 266 4 Male 97 3 1
## 267 2 Male 48 4 3
## 268 1 Male 66 4 2
## 269 1 Female 54 2 1
## 270 3 Female 57 3 3
## 271 2 Female 77 1 2
## 272 3 Male 63 4 1
## 273 2 Male 74 3 2
## 274 3 Female 90 4 1
## 275 1 Male 52 2 1
## 276 4 Male 59 3 1
## 277 3 Male 52 2 2
## 278 1 Male 30 3 3
## 279 4 Male 80 1 3
## 280 2 Female 59 3 1
## 281 3 Male 32 2 1
## 282 2 Male 76 1 1
## 283 3 Female 41 2 3
## 284 1 Female 63 3 1
## 285 1 Female 51 3 2
## 286 4 Male 93 2 1
## 287 2 Female 57 1 1
## 288 3 Female 85 3 1
## 289 4 Male 43 3 1
## 290 1 Male 69 3 1
## 291 4 Male 50 3 2
## 292 4 Female 82 3 1
## 293 2 Male 48 2 1
## 294 4 Male 63 2 2
## 295 1 Female 89 3 1
## 296 3 Male 79 3 1
## 297 2 Male 87 3 2
## 298 1 Male 48 1 1
## 299 3 Male 70 4 5
## 300 3 Female 35 3 2
## JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1 Laboratory Technician 3 Married 3407
## 2 Human Resources 3 Married 3600
## 3 Laboratory Technician 3 Divorced 2377
## 4 Manager 4 Single 16659
## 5 Sales Executive 3 Divorced 8620
## 6 Healthcare Representative 1 Single 7484
## 7 Sales Representative 4 Divorced 3482
## 8 Manufacturing Director 1 Married 5377
## 9 Healthcare Representative 1 Single 6812
## 10 Healthcare Representative 3 Married 9824
## 11 Research Scientist 2 Divorced 3617
## 12 Research Scientist 2 Single 2501
## 13 Research Scientist 2 Divorced 3055
## 14 Research Director 3 Married 17639
## 15 Healthcare Representative 3 Single 6388
## 16 Research Scientist 3 Single 4332
## 17 Manufacturing Director 2 Single 4320
## 18 Research Director 4 Divorced 16124
## 19 Sales Executive 4 Single 5160
## 20 Sales Executive 4 Married 7654
## 21 Laboratory Technician 2 Single 2837
## 22 Research Director 4 Divorced 17399
## 23 Manufacturing Director 1 Single 4440
## 24 Human Resources 4 Married 2145
## 25 Healthcare Representative 1 Divorced 10851
## 26 Sales Executive 4 Single 9980
## 27 Human Resources 2 Married 6430
## 28 Sales Representative 3 Single 3447
## 29 Sales Executive 2 Married 5507
## 30 Laboratory Technician 2 Single 2422
## 31 Research Scientist 4 Single 4930
## 32 Healthcare Representative 2 Single 5562
## 33 Sales Executive 3 Single 7880
## 34 Laboratory Technician 3 Married 2705
## 35 Laboratory Technician 1 Single 1416
## 36 Sales Executive 3 Married 5301
## 37 Sales Executive 2 Married 13525
## 38 Healthcare Representative 3 Single 5399
## 39 Manager 4 Married 19272
## 40 Research Director 4 Single 18265
## 41 Research Scientist 3 Single 4317
## 42 Research Scientist 4 Single 3117
## 43 Manager 3 Divorced 14756
## 44 Manufacturing Director 4 Single 10512
## 45 Research Scientist 2 Married 3346
## 46 Research Director 4 Married 19161
## 47 Manager 4 Married 16555
## 48 Sales Executive 2 Married 4189
## 49 Laboratory Technician 3 Single 3500
## 50 Research Scientist 3 Divorced 2007
## 51 Manager 1 Married 16856
## 52 Research Scientist 3 Married 2909
## 53 Laboratory Technician 4 Divorced 2314
## 54 Sales Executive 4 Married 4936
## 55 Sales Executive 3 Married 5902
## 56 Manager 3 Divorced 19197
## 57 Research Scientist 4 Single 2686
## 58 Laboratory Technician 4 Married 2097
## 59 Sales Executive 1 Divorced 7140
## 60 Laboratory Technician 4 Married 2818
## 61 Manager 3 Married 18041
## 62 Laboratory Technician 3 Married 3477
## 63 Research Scientist 1 Single 2600
## 64 Sales Executive 1 Single 13758
## 65 Manager 4 Single 11244
## 66 Sales Executive 1 Single 5324
## 67 Research Director 4 Single 14275
## 68 Sales Executive 4 Married 9998
## 69 Sales Representative 4 Married 2400
## 70 Research Scientist 2 Married 2372
## 71 Healthcare Representative 2 Single 6540
## 72 Research Scientist 4 Single 4541
## 73 Manufacturing Director 1 Divorced 5485
## 74 Research Scientist 1 Married 4284
## 75 Healthcare Representative 4 Married 5562
## 76 Research Scientist 1 Single 2080
## 77 Healthcare Representative 3 Married 6755
## 78 Research Scientist 1 Single 4968
## 79 Research Scientist 2 Married 3692
## 80 Human Resources 2 Married 2143
## 81 Laboratory Technician 3 Married 5429
## 82 Sales Executive 4 Divorced 9725
## 83 Research Scientist 1 Divorced 3072
## 84 Human Resources 2 Married 4490
## 85 Laboratory Technician 4 Married 5415
## 86 Manufacturing Director 3 Married 13247
## 87 Research Director 2 Single 11994
## 88 Manager 3 Single 19068
## 89 Healthcare Representative 3 Single 10965
## 90 Sales Executive 1 Single 5326
## 91 Healthcare Representative 4 Married 7879
## 92 Laboratory Technician 4 Married 6472
## 93 Research Scientist 4 Single 3445
## 94 Research Director 2 Married 18172
## 95 Sales Executive 1 Married 4639
## 96 Sales Executive 4 Divorced 4127
## 97 Healthcare Representative 4 Divorced 10883
## 98 Manufacturing Director 1 Married 5151
## 99 Research Scientist 3 Single 2058
## 100 Research Scientist 2 Single 1261
## 101 Manager 4 Single 13591
## 102 Manufacturing Director 3 Single 8474
## 103 Laboratory Technician 4 Married 3691
## 104 Research Director 3 Married 17584
## 105 Sales Representative 1 Married 2033
## 106 Manufacturing Director 4 Married 5472
## 107 Laboratory Technician 1 Married 5562
## 108 Sales Executive 4 Divorced 6583
## 109 Human Resources 1 Divorced 2073
## 110 Manager 4 Single 17328
## 111 Sales Executive 3 Married 4614
## 112 Manufacturing Director 2 Single 8095
## 113 Healthcare Representative 4 Divorced 5731
## 114 Manufacturing Director 4 Married 6261
## 115 Manager 4 Married 17875
## 116 Sales Executive 4 Married 6804
## 117 Research Scientist 2 Married 3579
## 118 Sales Executive 4 Married 7639
## 119 Laboratory Technician 2 Divorced 2694
## 120 Sales Executive 3 Single 13872
## 121 Sales Executive 2 Married 4440
## 122 Manufacturing Director 3 Married 7969
## 123 Manager 3 Married 19331
## 124 Laboratory Technician 4 Married 2571
## 125 Sales Executive 1 Married 4639
## 126 Sales Executive 4 Married 11836
## 127 Sales Representative 3 Single 2642
## 128 Manager 3 Married 17046
## 129 Research Director 1 Married 19406
## 130 Manufacturing Director 3 Married 4374
## 131 Laboratory Technician 3 Married 2339
## 132 Research Director 1 Married 16328
## 133 Healthcare Representative 3 Single 13964
## 134 Sales Executive 2 Single 9907
## 135 Sales Executive 4 Married 10239
## 136 Manager 2 Divorced 11996
## 137 Healthcare Representative 4 Married 6586
## 138 Laboratory Technician 2 Married 4841
## 139 Laboratory Technician 3 Married 4621
## 140 Sales Executive 2 Single 7991
## 141 Laboratory Technician 2 Divorced 2348
## 142 Manager 4 Divorced 18430
## 143 Manufacturing Director 4 Single 7945
## 144 Research Scientist 3 Single 3038
## 145 Healthcare Representative 2 Divorced 7441
## 146 Sales Executive 2 Single 9355
## 147 Laboratory Technician 4 Single 4272
## 148 Sales Representative 3 Single 1359
## 149 Research Scientist 4 Single 3310
## 150 Manager 4 Married 19586
## 151 Research Scientist 4 Married 2911
## 152 Laboratory Technician 4 Single 2450
## 153 Healthcare Representative 2 Married 13503
## 154 Manufacturing Director 3 Single 9667
## 155 Research Scientist 4 Single 2342
## 156 Laboratory Technician 1 Married 2218
## 157 Research Scientist 3 Divorced 2029
## 158 Sales Executive 2 Single 9094
## 159 Research Scientist 4 Single 1232
## 160 Healthcare Representative 1 Married 9884
## 161 Manufacturing Director 1 Married 6516
## 162 Manufacturing Director 2 Married 6549
## 163 Research Scientist 1 Single 2960
## 164 Laboratory Technician 3 Divorced 3339
## 165 Laboratory Technician 4 Married 5231
## 166 Research Scientist 4 Single 2201
## 167 Manager 2 Divorced 19847
## 168 Sales Executive 2 Married 6349
## 169 Laboratory Technician 3 Married 3221
## 170 Sales Executive 3 Single 4859
## 171 Research Scientist 1 Single 3424
## 172 Laboratory Technician 1 Married 2362
## 173 Healthcare Representative 1 Single 6811
## 174 Laboratory Technician 4 Single 2288
## 175 Laboratory Technician 2 Divorced 3816
## 176 Research Scientist 2 Married 5130
## 177 Research Scientist 1 Married 3580
## 178 Laboratory Technician 4 Married 2690
## 179 Manager 4 Married 19513
## 180 Sales Executive 4 Married 13320
## 181 Laboratory Technician 4 Divorced 4364
## 182 Research Scientist 3 Divorced 2645
## 183 Laboratory Technician 3 Married 3690
## 184 Sales Executive 2 Divorced 8938
## 185 Research Director 2 Divorced 14336
## 186 Sales Executive 1 Single 8381
## 187 Research Director 2 Single 16704
## 188 Laboratory Technician 3 Single 3033
## 189 Manufacturing Director 3 Divorced 10502
## 190 Manufacturing Director 3 Single 4534
## 191 Sales Executive 2 Divorced 5209
## 192 Laboratory Technician 3 Divorced 3069
## 193 Research Scientist 1 Married 5208
## 194 Research Scientist 3 Married 2821
## 195 Sales Representative 3 Married 2096
## 196 Laboratory Technician 4 Single 3983
## 197 Human Resources 1 Divorced 9950
## 198 Manufacturing Director 3 Married 4345
## 199 Manager 2 Divorced 14026
## 200 Research Scientist 3 Married 2897
## 201 Research Director 3 Divorced 19419
## 202 Research Scientist 4 Married 2044
## 203 Laboratory Technician 3 Divorced 2232
## 204 Manufacturing Director 1 Divorced 10252
## 205 Manufacturing Director 3 Married 12965
## 206 Research Scientist 4 Married 3929
## 207 Sales Executive 4 Single 5253
## 208 Sales Executive 2 Single 5147
## 209 Sales Executive 2 Single 4198
## 210 Manager 4 Divorced 19517
## 211 Research Scientist 1 Single 3102
## 212 Research Scientist 4 Married 3697
## 213 Manufacturing Director 1 Single 5980
## 214 Research Scientist 3 Married 5175
## 215 Laboratory Technician 1 Divorced 2576
## 216 Sales Representative 3 Married 2308
## 217 Research Scientist 3 Married 2451
## 218 Manufacturing Director 3 Married 6179
## 219 Research Scientist 4 Divorced 2904
## 220 Manufacturing Director 4 Single 7779
## 221 Sales Executive 3 Divorced 6118
## 222 Sales Representative 2 Divorced 2297
## 223 Manager 4 Married 19232
## 224 Research Director 3 Single 19537
## 225 Manufacturing Director 4 Married 4775
## 226 Healthcare Representative 3 Married 7632
## 227 Research Scientist 3 Single 4249
## 228 Healthcare Representative 3 Married 5689
## 229 Sales Executive 4 Married 7457
## 230 Laboratory Technician 1 Divorced 3034
## 231 Laboratory Technician 1 Divorced 2074
## 232 Sales Executive 1 Married 4194
## 233 Manager 1 Divorced 19190
## 234 Laboratory Technician 3 Single 4230
## 235 Sales Executive 4 Married 5617
## 236 Research Scientist 3 Single 2506
## 237 Laboratory Technician 4 Single 2496
## 238 Healthcare Representative 1 Married 9715
## 239 Manager 1 Single 19045
## 240 Manager 2 Single 16835
## 241 Research Scientist 3 Single 3375
## 242 Research Scientist 2 Single 2718
## 243 Research Director 3 Married 19237
## 244 Sales Executive 2 Single 9278
## 245 Research Scientist 2 Divorced 5605
## 246 Healthcare Representative 2 Married 5488
## 247 Laboratory Technician 4 Married 3722
## 248 Laboratory Technician 4 Married 2659
## 249 Manufacturing Director 2 Single 7446
## 250 Research Scientist 3 Married 3506
## 251 Research Scientist 2 Single 2313
## 252 Research Director 3 Divorced 19973
## 253 Manager 4 Divorced 19141
## 254 Research Scientist 4 Married 1706
## 255 Manager 3 Married 17465
## 256 Healthcare Representative 4 Single 10496
## 257 Manufacturing Director 3 Married 6434
## 258 Manufacturing Director 3 Single 4695
## 259 Sales Executive 4 Single 5828
## 260 Manager 1 Divorced 16823
## 261 Research Director 4 Divorced 14732
## 262 Sales Executive 3 Divorced 9852
## 263 Manager 3 Single 17444
## 264 Sales Executive 3 Divorced 6728
## 265 Manufacturing Director 3 Divorced 4011
## 266 Research Scientist 4 Married 2132
## 267 Healthcare Representative 4 Married 7005
## 268 Sales Executive 4 Divorced 5460
## 269 Laboratory Technician 1 Single 3646
## 270 Healthcare Representative 3 Divorced 10388
## 271 Sales Representative 4 Married 5405
## 272 Laboratory Technician 1 Married 1601
## 273 Manufacturing Director 1 Single 9936
## 274 Sales Representative 2 Single 2716
## 275 Human Resources 4 Single 2564
## 276 Laboratory Technician 1 Single 2062
## 277 Sales Executive 1 Single 4294
## 278 Healthcare Representative 3 Married 7510
## 279 Sales Executive 3 Married 9610
## 280 Laboratory Technician 4 Single 2871
## 281 Laboratory Technician 4 Divorced 2367
## 282 Research Scientist 4 Divorced 2720
## 283 Sales Executive 3 Married 10686
## 284 Research Scientist 3 Married 2942
## 285 Sales Executive 2 Single 5765
## 286 Laboratory Technician 3 Single 3989
## 287 Laboratory Technician 4 Divorced 2778
## 288 Research Scientist 2 Single 2478
## 289 Laboratory Technician 3 Divorced 3161
## 290 Research Scientist 3 Married 2773
## 291 Healthcare Representative 2 Single 5933
## 292 Research Scientist 1 Divorced 2782
## 293 Research Scientist 2 Married 2141
## 294 Sales Executive 2 Married 5390
## 295 Research Scientist 4 Married 2061
## 296 Laboratory Technician 3 Single 2519
## 297 Sales Executive 3 Single 5010
## 298 Laboratory Technician 3 Single 2293
## 299 Manager 4 Married 19202
## 300 Sales Executive 4 Married 4537
## MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1 25348 1 Y No 17
## 2 8429 1 Y No 13
## 3 19373 1 Y No 20
## 4 23258 2 Y Yes 13
## 5 23757 1 Y No 14
## 6 25796 3 Y No 20
## 7 19788 2 Y No 15
## 8 3835 2 Y No 13
## 9 17198 1 Y No 19
## 10 22908 3 Y No 12
## 11 25063 8 Y Yes 14
## 12 18775 1 Y No 17
## 13 6194 5 Y No 15
## 14 6881 5 Y No 16
## 15 22049 2 Y Yes 17
## 16 14811 1 Y No 12
## 17 24152 1 Y No 13
## 18 3423 3 Y No 14
## 19 21519 4 Y No 16
## 20 5860 1 Y No 18
## 21 15919 1 Y No 13
## 22 6615 9 Y No 22
## 23 25198 6 Y Yes 19
## 24 2097 0 Y No 14
## 25 19863 2 Y Yes 18
## 26 15318 1 Y No 14
## 27 20794 6 Y No 19
## 28 24444 1 Y No 11
## 29 16822 2 Y No 16
## 30 25725 0 Y No 17
## 31 13970 0 Y Yes 14
## 32 9697 6 Y No 14
## 33 2560 0 Y No 18
## 34 9696 0 Y No 16
## 35 17258 1 Y No 13
## 36 2939 8 Y No 15
## 37 14864 5 Y No 14
## 38 14511 4 Y No 12
## 39 21141 1 Y No 15
## 40 8733 6 Y No 12
## 41 2302 3 Y Yes 20
## 42 26009 1 Y No 18
## 43 19730 2 Y Yes 14
## 44 20002 6 Y No 12
## 45 11873 4 Y Yes 20
## 46 13738 3 Y No 15
## 47 10310 2 Y No 13
## 48 8800 1 Y No 14
## 49 25470 0 Y No 14
## 50 25265 1 Y No 13
## 51 10084 1 Y No 11
## 52 23159 1 Y Yes 11
## 53 9148 0 Y No 12
## 54 14862 4 Y No 11
## 55 14590 4 Y No 14
## 56 8213 1 Y Yes 14
## 57 5207 1 Y Yes 13
## 58 16734 4 Y No 15
## 59 3088 2 Y No 11
## 60 5044 2 Y Yes 24
## 61 13022 0 Y No 14
## 62 18103 1 Y No 14
## 63 18275 1 Y Yes 15
## 64 2447 0 Y Yes 12
## 65 21072 2 Y No 25
## 66 26507 5 Y No 15
## 67 20206 6 Y No 18
## 68 19293 6 Y No 13
## 69 5530 0 Y No 13
## 70 5628 6 Y Yes 16
## 71 19394 9 Y No 19
## 72 7744 1 Y No 25
## 73 22670 9 Y Yes 11
## 74 13588 5 Y Yes 22
## 75 21782 4 Y No 13
## 76 4732 2 Y No 11
## 77 2967 2 Y No 11
## 78 26427 0 Y No 16
## 79 9256 1 Y No 12
## 80 25527 4 Y No 13
## 81 17491 4 Y No 13
## 82 12278 0 Y No 11
## 83 19877 2 Y No 16
## 84 21833 4 Y No 11
## 85 15972 3 Y Yes 19
## 86 9731 2 Y Yes 11
## 87 21293 0 Y No 11
## 88 21030 1 Y Yes 18
## 89 12066 8 Y No 24
## 90 3064 6 Y No 17
## 91 14810 1 Y Yes 19
## 92 8989 1 Y Yes 15
## 93 6152 1 Y No 11
## 94 9755 3 Y Yes 19
## 95 11262 1 Y No 15
## 96 19188 2 Y No 18
## 97 20467 3 Y No 20
## 98 12315 1 Y No 25
## 99 19757 0 Y No 14
## 100 22262 1 Y No 12
## 101 14674 3 Y Yes 18
## 102 20925 1 Y No 22
## 103 4605 1 Y Yes 15
## 104 21016 3 Y Yes 16
## 105 14470 1 Y No 18
## 106 3334 1 Y No 12
## 107 19711 3 Y Yes 13
## 108 20115 2 Y Yes 11
## 109 23648 4 Y Yes 22
## 110 13871 2 Y Yes 12
## 111 23288 0 Y Yes 18
## 112 18264 0 Y No 13
## 113 17171 7 Y No 13
## 114 4185 3 Y No 18
## 115 11761 4 Y Yes 13
## 116 23683 3 Y No 18
## 117 9369 0 Y Yes 21
## 118 24525 1 Y No 22
## 119 26551 1 Y No 11
## 120 24409 0 Y No 13
## 121 7636 0 Y No 15
## 122 19609 2 Y Yes 14
## 123 19519 4 Y Yes 16
## 124 12290 4 Y No 17
## 125 2261 2 Y No 16
## 126 22789 5 Y No 14
## 127 2755 1 Y No 11
## 128 9314 0 Y No 15
## 129 8509 4 Y No 11
## 130 15411 0 Y No 15
## 131 3666 8 Y No 11
## 132 22074 3 Y No 13
## 133 17810 7 Y Yes 12
## 134 26186 7 Y Yes 12
## 135 18092 3 Y No 14
## 136 19100 7 Y No 18
## 137 4821 0 Y Yes 17
## 138 24052 4 Y No 14
## 139 5869 1 Y No 19
## 140 25166 8 Y No 15
## 141 10901 8 Y No 18
## 142 16225 1 Y No 13
## 143 19948 6 Y Yes 15
## 144 12430 3 Y No 20
## 145 20933 1 Y No 12
## 146 9558 1 Y No 18
## 147 9558 4 Y No 19
## 148 16154 1 Y No 12
## 149 4488 1 Y No 21
## 150 23037 1 Y No 21
## 151 14776 1 Y No 13
## 152 10919 2 Y No 17
## 153 14115 1 Y No 22
## 154 2739 9 Y No 14
## 155 22929 0 Y Yes 20
## 156 16193 1 Y No 12
## 157 15891 1 Y No 20
## 158 17235 2 Y Yes 12
## 159 19281 1 Y No 14
## 160 8302 2 Y Yes 13
## 161 5041 2 Y Yes 16
## 162 3173 1 Y No 14
## 163 17102 2 Y No 11
## 164 17285 3 Y Yes 13
## 165 23726 2 Y Yes 13
## 166 18168 9 Y No 16
## 167 19196 4 Y Yes 24
## 168 22107 0 Y Yes 13
## 169 3297 1 Y Yes 11
## 170 6698 1 Y No 16
## 171 21632 7 Y No 13
## 172 14669 4 Y No 12
## 173 23398 8 Y No 19
## 174 6319 1 Y No 12
## 175 17881 1 Y No 11
## 176 24907 1 Y No 23
## 177 10554 2 Y No 16
## 178 7713 1 Y No 18
## 179 9358 4 Y Yes 12
## 180 11737 3 Y Yes 18
## 181 5288 3 Y No 14
## 182 21923 1 Y No 12
## 183 3425 2 Y No 15
## 184 12227 2 Y No 11
## 185 4345 1 Y No 11
## 186 7507 7 Y No 20
## 187 17119 1 Y No 11
## 188 12828 1 Y No 12
## 189 9659 7 Y No 17
## 190 13352 0 Y No 11
## 191 19760 1 Y Yes 12
## 192 10302 0 Y No 15
## 193 26312 1 Y No 11
## 194 2997 3 Y No 16
## 195 26376 1 Y No 11
## 196 7621 0 Y No 17
## 197 11533 9 Y Yes 15
## 198 4381 0 Y No 12
## 199 17588 1 Y Yes 11
## 200 22474 3 Y No 11
## 201 3735 2 Y No 17
## 202 5531 1 Y No 11
## 203 15417 7 Y No 14
## 204 4235 2 Y Yes 21
## 205 22308 4 Y Yes 20
## 206 6984 8 Y Yes 23
## 207 20750 1 Y No 16
## 208 10697 8 Y No 15
## 209 16379 2 Y No 12
## 210 24118 3 Y No 11
## 211 6582 0 Y No 22
## 212 9278 9 Y No 14
## 213 26085 6 Y Yes 12
## 214 22162 5 Y No 12
## 215 20490 3 Y No 16
## 216 4944 0 Y Yes 25
## 217 22376 6 Y No 18
## 218 21057 1 Y Yes 15
## 219 16092 1 Y No 12
## 220 23238 2 Y No 20
## 221 5431 1 Y No 13
## 222 17967 1 Y No 14
## 223 4933 1 Y No 11
## 224 6462 7 Y No 13
## 225 19146 6 Y No 22
## 226 14295 4 Y Yes 12
## 227 2690 1 Y Yes 11
## 228 24594 1 Y Yes 14
## 229 13273 2 Y Yes 22
## 230 26914 1 Y No 12
## 231 26619 1 Y Yes 12
## 232 14363 1 Y Yes 18
## 233 17477 1 Y No 14
## 234 19225 0 Y No 15
## 235 21075 1 Y Yes 11
## 236 13301 3 Y No 13
## 237 6670 4 Y No 11
## 238 7288 3 Y No 13
## 239 18938 0 Y Yes 14
## 240 9873 3 Y No 23
## 241 17624 0 Y No 12
## 242 17674 2 Y No 14
## 243 12853 2 Y Yes 11
## 244 20763 3 Y Yes 16
## 245 8504 1 Y No 11
## 246 20161 1 Y Yes 13
## 247 21081 6 Y Yes 13
## 248 17759 1 Y Yes 13
## 249 8931 1 Y No 11
## 250 6020 0 Y Yes 14
## 251 2993 4 Y Yes 20
## 252 20284 1 Y No 22
## 253 8861 3 Y No 15
## 254 16571 1 Y No 11
## 255 15596 3 Y No 12
## 256 2755 6 Y No 15
## 257 5118 4 Y No 17
## 258 12858 7 Y Yes 18
## 259 8450 1 Y Yes 12
## 260 18991 2 Y No 11
## 261 12414 2 Y No 13
## 262 8935 1 Y Yes 19
## 263 20489 1 Y No 11
## 264 14255 7 Y No 12
## 265 8232 0 Y No 18
## 266 4585 4 Y No 20
## 267 3458 3 Y No 15
## 268 6219 4 Y No 22
## 269 17181 2 Y Yes 23
## 270 6975 1 Y Yes 11
## 271 4244 2 Y Yes 20
## 272 3445 1 Y Yes 21
## 273 3787 0 Y No 19
## 274 25422 1 Y No 15
## 275 18437 1 Y No 12
## 276 19384 3 Y No 14
## 277 11148 1 Y No 12
## 278 16873 1 Y No 17
## 279 3840 3 Y No 13
## 280 23785 1 Y No 15
## 281 18779 5 Y No 12
## 282 18959 1 Y No 18
## 283 8392 6 Y No 11
## 284 12154 2 Y No 19
## 285 17485 5 Y No 11
## 286 20586 1 Y Yes 11
## 287 17725 4 Y Yes 13
## 288 20938 1 Y Yes 12
## 289 19920 3 Y Yes 22
## 290 12145 0 Y No 20
## 291 5197 9 Y No 12
## 292 19905 0 Y Yes 13
## 293 5348 1 Y No 12
## 294 13243 2 Y No 14
## 295 11133 1 Y No 21
## 296 12287 4 Y No 21
## 297 24301 1 Y No 16
## 298 10558 1 Y No 12
## 299 15970 0 Y No 11
## 300 17783 0 Y Yes 22
## PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1 3 4 80 2
## 2 3 4 80 1
## 3 4 3 80 1
## 4 3 3 80 0
## 5 3 3 80 2
## 6 4 3 80 0
## 7 3 2 80 2
## 8 3 4 80 3
## 9 3 2 80 0
## 10 3 1 80 0
## 11 3 4 80 1
## 12 3 2 80 0
## 13 3 4 80 2
## 14 3 4 80 0
## 15 3 1 80 0
## 16 3 4 80 0
## 17 3 4 80 0
## 18 3 2 80 2
## 19 3 3 80 0
## 20 3 1 80 2
## 21 3 3 80 0
## 22 4 3 80 1
## 23 3 4 80 0
## 24 3 4 80 1
## 25 3 2 80 1
## 26 3 4 80 0
## 27 3 2 80 1
## 28 3 3 80 0
## 29 3 3 80 2
## 30 3 1 80 0
## 31 3 3 80 0
## 32 3 4 80 0
## 33 3 4 80 0
## 34 3 2 80 1
## 35 3 1 80 0
## 36 3 3 80 2
## 37 3 4 80 1
## 38 3 3 80 0
## 39 3 1 80 1
## 40 3 3 80 0
## 41 4 2 80 0
## 42 3 3 80 0
## 43 3 3 80 3
## 44 3 4 80 0
## 45 4 2 80 1
## 46 3 4 80 0
## 47 3 4 80 0
## 48 3 1 80 2
## 49 3 1 80 0
## 50 3 3 80 2
## 51 3 1 80 0
## 52 3 3 80 0
## 53 3 2 80 1
## 54 3 3 80 1
## 55 3 3 80 1
## 56 3 3 80 1
## 57 3 3 80 0
## 58 3 3 80 1
## 59 3 1 80 1
## 60 4 3 80 1
## 61 3 4 80 0
## 62 3 4 80 1
## 63 3 1 80 0
## 64 3 2 80 0
## 65 4 2 80 0
## 66 3 3 80 0
## 67 3 3 80 0
## 68 3 1 80 0
## 69 3 3 80 2
## 70 3 4 80 0
## 71 3 3 80 0
## 72 4 2 80 0
## 73 3 2 80 2
## 74 4 3 80 1
## 75 3 2 80 1
## 76 3 2 80 0
## 77 3 3 80 0
## 78 3 4 80 0
## 79 3 3 80 0
## 80 3 2 80 1
## 81 3 1 80 2
## 82 3 4 80 1
## 83 3 1 80 2
## 84 3 4 80 2
## 85 3 4 80 1
## 86 3 2 80 1
## 87 3 3 80 0
## 88 3 4 80 0
## 89 4 3 80 0
## 90 3 3 80 0
## 91 3 2 80 1
## 92 3 4 80 1
## 93 3 3 80 0
## 94 3 1 80 0
## 95 3 3 80 1
## 96 3 4 80 1
## 97 4 3 80 1
## 98 4 4 80 1
## 99 3 4 80 0
## 100 3 3 80 0
## 101 3 3 80 0
## 102 4 3 80 0
## 103 3 2 80 1
## 104 3 4 80 3
## 105 3 3 80 1
## 106 3 2 80 0
## 107 3 4 80 1
## 108 3 4 80 1
## 109 4 4 80 0
## 110 3 3 80 0
## 111 3 3 80 1
## 112 3 4 80 0
## 113 3 3 80 2
## 114 3 1 80 1
## 115 3 3 80 1
## 116 3 3 80 1
## 117 4 1 80 1
## 118 4 4 80 3
## 119 3 3 80 3
## 120 3 3 80 0
## 121 3 1 80 2
## 122 3 3 80 0
## 123 3 3 80 1
## 124 3 3 80 1
## 125 3 4 80 1
## 126 3 3 80 1
## 127 3 3 80 0
## 128 3 2 80 1
## 129 3 3 80 1
## 130 3 3 80 0
## 131 3 4 80 1
## 132 3 3 80 1
## 133 3 4 80 0
## 134 3 3 80 0
## 135 3 4 80 1
## 136 3 2 80 1
## 137 3 1 80 1
## 138 3 2 80 1
## 139 3 4 80 3
## 140 3 3 80 0
## 141 3 3 80 1
## 142 3 2 80 1
## 143 3 4 80 0
## 144 4 1 80 0
## 145 3 1 80 3
## 146 3 3 80 0
## 147 3 1 80 0
## 148 3 2 80 0
## 149 4 4 80 0
## 150 4 3 80 1
## 151 3 3 80 1
## 152 3 4 80 0
## 153 4 4 80 1
## 154 3 2 80 0
## 155 4 4 80 0
## 156 3 3 80 1
## 157 4 3 80 3
## 158 3 3 80 0
## 159 3 4 80 0
## 160 3 3 80 1
## 161 3 2 80 1
## 162 3 2 80 2
## 163 3 3 80 0
## 164 3 1 80 2
## 165 3 2 80 1
## 166 3 4 80 0
## 167 4 1 80 1
## 168 3 4 80 1
## 169 3 3 80 3
## 170 3 4 80 0
## 171 3 3 80 0
## 172 3 3 80 0
## 173 3 1 80 0
## 174 3 3 80 0
## 175 3 2 80 1
## 176 4 4 80 1
## 177 3 2 80 1
## 178 3 4 80 1
## 179 3 1 80 1
## 180 3 3 80 1
## 181 3 1 80 1
## 182 3 4 80 2
## 183 3 4 80 1
## 184 3 3 80 1
## 185 3 3 80 1
## 186 4 4 80 0
## 187 3 3 80 0
## 188 3 1 80 0
## 189 3 1 80 1
## 190 3 1 80 0
## 191 3 2 80 3
## 192 3 4 80 1
## 193 3 4 80 0
## 194 3 1 80 1
## 195 3 3 80 0
## 196 3 3 80 0
## 197 3 3 80 3
## 198 3 4 80 1
## 199 3 2 80 1
## 200 3 3 80 2
## 201 3 2 80 1
## 202 3 3 80 1
## 203 3 3 80 3
## 204 4 3 80 1
## 205 4 4 80 3
## 206 4 3 80 1
## 207 3 4 80 0
## 208 3 4 80 0
## 209 3 2 80 0
## 210 3 3 80 1
## 211 4 3 80 0
## 212 3 1 80 2
## 213 3 4 80 0
## 214 3 3 80 1
## 215 3 2 80 1
## 216 4 2 80 1
## 217 3 1 80 2
## 218 3 4 80 2
## 219 3 3 80 2
## 220 4 1 80 0
## 221 3 3 80 3
## 222 3 4 80 2
## 223 3 4 80 0
## 224 3 3 80 0
## 225 4 1 80 2
## 226 3 3 80 0
## 227 3 2 80 0
## 228 3 4 80 2
## 229 4 3 80 3
## 230 3 3 80 1
## 231 3 4 80 1
## 232 3 4 80 0
## 233 3 4 80 2
## 234 3 3 80 0
## 235 3 3 80 0
## 236 3 3 80 0
## 237 3 4 80 0
## 238 3 3 80 1
## 239 3 3 80 0
## 240 4 4 80 0
## 241 3 4 80 0
## 242 3 2 80 0
## 243 3 4 80 1
## 244 3 4 80 0
## 245 3 1 80 1
## 246 3 1 80 1
## 247 3 3 80 1
## 248 3 3 80 1
## 249 3 1 80 0
## 250 3 4 80 0
## 251 4 2 80 0
## 252 4 2 80 2
## 253 3 2 80 3
## 254 3 3 80 3
## 255 3 4 80 1
## 256 3 4 80 0
## 257 3 4 80 1
## 258 3 3 80 0
## 259 3 2 80 0
## 260 3 1 80 1
## 261 3 4 80 2
## 262 3 1 80 1
## 263 3 4 80 0
## 264 3 4 80 2
## 265 3 4 80 1
## 266 4 4 80 1
## 267 3 3 80 0
## 268 4 4 80 2
## 269 4 2 80 0
## 270 3 3 80 1
## 271 4 1 80 2
## 272 4 3 80 2
## 273 3 2 80 0
## 274 3 4 80 0
## 275 3 3 80 0
## 276 3 2 80 0
## 277 3 2 80 0
## 278 3 2 80 1
## 279 3 3 80 1
## 280 3 3 80 0
## 281 3 1 80 1
## 282 3 4 80 1
## 283 3 2 80 1
## 284 3 2 80 1
## 285 3 1 80 0
## 286 3 1 80 0
## 287 3 3 80 1
## 288 3 2 80 0
## 289 4 4 80 1
## 290 4 4 80 0
## 291 3 4 80 0
## 292 3 2 80 2
## 293 3 2 80 1
## 294 3 4 80 0
## 295 4 1 80 0
## 296 4 3 80 0
## 297 3 1 80 0
## 298 3 3 80 0
## 299 3 3 80 1
## 300 4 1 80 1
## TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1 10 3 2 10
## 2 5 2 3 5
## 3 1 0 2 1
## 4 30 2 3 5
## 5 10 3 3 10
## 6 23 1 2 13
## 7 16 3 2 9
## 8 10 3 3 7
## 9 10 2 3 10
## 10 12 2 3 1
## 11 3 2 3 1
## 12 1 4 3 1
## 13 11 2 2 9
## 14 30 3 3 4
## 15 14 6 3 0
## 16 20 2 3 20
## 17 5 2 3 5
## 18 9 2 2 7
## 19 12 3 2 9
## 20 9 3 4 9
## 21 6 3 3 6
## 22 32 1 2 5
## 23 9 3 3 5
## 24 3 2 3 2
## 25 24 2 3 7
## 26 10 3 2 10
## 27 10 4 3 3
## 28 3 2 3 3
## 29 12 1 1 4
## 30 4 3 3 3
## 31 6 2 4 5
## 32 19 3 3 10
## 33 9 3 3 8
## 34 6 2 4 5
## 35 1 6 2 1
## 36 4 2 2 2
## 37 23 2 4 20
## 38 12 3 3 4
## 39 21 2 3 21
## 40 25 3 4 1
## 41 19 2 3 3
## 42 3 2 3 2
## 43 21 2 3 5
## 44 25 6 2 9
## 45 9 3 2 1
## 46 28 3 3 5
## 47 31 2 1 5
## 48 5 2 3 5
## 49 7 2 1 6
## 50 5 5 3 5
## 51 34 3 4 34
## 52 8 3 3 8
## 53 4 2 3 3
## 54 18 2 2 7
## 55 17 1 4 15
## 56 21 3 3 21
## 57 10 2 2 10
## 58 9 3 1 5
## 59 12 2 3 7
## 60 10 2 2 3
## 61 21 2 3 20
## 62 6 2 4 5
## 63 1 2 3 1
## 64 22 2 2 21
## 65 10 5 4 5
## 66 6 3 3 3
## 67 33 0 3 12
## 68 8 2 4 5
## 69 3 3 3 2
## 70 18 2 3 1
## 71 10 5 3 1
## 72 20 3 3 20
## 73 9 4 3 5
## 74 16 2 3 5
## 75 12 2 2 5
## 76 5 2 2 3
## 77 15 2 3 3
## 78 10 2 3 9
## 79 12 2 2 11
## 80 8 2 3 5
## 81 10 1 3 8
## 82 16 2 2 15
## 83 17 2 2 1
## 84 14 5 4 10
## 85 12 4 3 10
## 86 24 3 2 5
## 87 13 4 3 12
## 88 33 2 4 33
## 89 26 2 3 5
## 90 6 2 2 4
## 91 9 2 3 8
## 92 9 2 3 9
## 93 6 5 2 6
## 94 28 1 2 8
## 95 5 2 3 5
## 96 7 6 3 2
## 97 19 2 4 1
## 98 10 3 3 10
## 99 7 1 2 6
## 100 1 3 4 1
## 101 16 3 3 1
## 102 12 2 3 11
## 103 7 3 4 7
## 104 21 5 2 5
## 105 1 2 4 1
## 106 8 2 3 8
## 107 9 3 3 3
## 108 8 2 3 5
## 109 7 3 3 3
## 110 23 3 3 5
## 111 5 0 2 4
## 112 17 5 3 16
## 113 9 2 3 6
## 114 9 3 1 7
## 115 29 2 2 1
## 116 7 5 3 2
## 117 12 2 3 11
## 118 10 3 2 10
## 119 1 4 3 1
## 120 38 1 2 37
## 121 16 3 3 15
## 122 28 4 3 5
## 123 27 2 3 1
## 124 17 3 3 5
## 125 17 2 2 15
## 126 28 3 3 2
## 127 1 6 3 1
## 128 28 2 3 27
## 129 24 4 2 4
## 130 4 6 3 3
## 131 14 4 1 10
## 132 24 1 4 20
## 133 25 2 3 7
## 134 7 3 2 2
## 135 24 4 3 1
## 136 10 6 2 7
## 137 17 2 2 16
## 138 4 3 3 1
## 139 3 4 3 3
## 140 6 3 3 2
## 141 20 2 1 17
## 142 24 4 2 24
## 143 18 2 2 4
## 144 8 2 3 5
## 145 10 4 3 10
## 146 8 5 3 8
## 147 16 3 3 1
## 148 1 3 3 1
## 149 5 3 3 5
## 150 36 3 3 36
## 151 2 2 2 2
## 152 19 4 3 2
## 153 22 3 2 22
## 154 9 3 3 7
## 155 5 2 2 4
## 156 4 3 3 4
## 157 5 2 3 5
## 158 9 2 3 5
## 159 0 6 3 0
## 160 10 3 3 4
## 161 18 3 3 1
## 162 8 2 2 8
## 163 8 2 3 4
## 164 10 2 3 7
## 165 17 1 2 5
## 166 6 4 3 3
## 167 31 5 2 29
## 168 6 0 3 5
## 169 20 3 3 20
## 170 5 3 3 5
## 171 6 3 2 4
## 172 10 4 4 3
## 173 9 2 1 7
## 174 2 3 3 2
## 175 5 2 3 5
## 176 10 3 3 10
## 177 7 2 3 4
## 178 1 5 2 1
## 179 26 2 4 2
## 180 23 2 3 12
## 181 5 2 3 2
## 182 6 3 2 5
## 183 5 2 2 3
## 184 14 5 3 5
## 185 25 3 3 25
## 186 18 2 4 14
## 187 21 2 3 21
## 188 2 2 2 2
## 189 33 2 1 5
## 190 9 6 3 8
## 191 11 4 2 11
## 192 11 3 3 10
## 193 16 2 3 16
## 194 8 2 3 2
## 195 7 1 3 7
## 196 4 2 3 3
## 197 11 2 3 3
## 198 6 2 3 5
## 199 33 2 3 33
## 200 9 6 2 4
## 201 21 2 4 18
## 202 5 6 4 5
## 203 7 1 3 3
## 204 17 2 3 7
## 205 27 2 2 3
## 206 7 0 3 4
## 207 7 1 3 7
## 208 13 2 2 11
## 209 8 5 4 3
## 210 32 3 2 7
## 211 7 2 3 6
## 212 12 3 3 10
## 213 17 2 3 15
## 214 9 3 2 5
## 215 8 5 3 5
## 216 12 4 3 11
## 217 5 2 2 1
## 218 10 3 2 10
## 219 4 2 2 4
## 220 18 0 3 11
## 221 10 2 3 10
## 222 2 2 3 2
## 223 22 3 3 22
## 224 23 5 3 20
## 225 4 2 1 2
## 226 10 2 3 8
## 227 9 3 3 9
## 228 10 2 4 10
## 229 6 2 2 4
## 230 18 2 2 18
## 231 1 2 3 1
## 232 5 3 3 5
## 233 26 4 2 25
## 234 6 2 3 5
## 235 10 4 3 10
## 236 7 0 3 2
## 237 7 3 3 1
## 238 9 3 3 7
## 239 37 2 3 36
## 240 37 2 3 10
## 241 4 2 4 3
## 242 12 3 3 7
## 243 29 2 2 8
## 244 15 3 3 5
## 245 20 2 3 20
## 246 6 2 3 6
## 247 7 2 1 2
## 248 3 2 3 3
## 249 10 2 3 10
## 250 4 3 3 3
## 251 5 0 3 2
## 252 21 3 3 21
## 253 23 2 2 21
## 254 0 6 2 0
## 255 23 3 3 12
## 256 20 2 3 4
## 257 9 1 3 3
## 258 10 3 3 8
## 259 8 0 3 8
## 260 22 3 3 19
## 261 31 4 4 7
## 262 10 5 2 10
## 263 10 2 3 10
## 264 12 3 3 6
## 265 5 5 2 4
## 266 8 3 3 5
## 267 11 2 3 4
## 268 13 4 4 7
## 269 11 2 4 1
## 270 16 3 2 16
## 271 20 4 2 4
## 272 1 2 3 0
## 273 10 2 3 9
## 274 1 0 3 1
## 275 1 3 4 1
## 276 11 2 3 3
## 277 7 2 3 7
## 278 10 1 3 10
## 279 10 2 1 4
## 280 1 5 3 0
## 281 6 2 2 4
## 282 10 5 3 10
## 283 13 4 3 9
## 284 18 4 3 5
## 285 7 4 1 5
## 286 5 2 3 5
## 287 10 1 2 7
## 288 4 2 2 4
## 289 19 0 1 1
## 290 3 3 3 2
## 291 10 2 2 5
## 292 6 3 2 5
## 293 6 3 2 6
## 294 17 3 2 9
## 295 1 5 3 1
## 296 16 6 3 11
## 297 12 0 3 11
## 298 1 2 2 1
## 299 25 2 3 24
## 300 8 2 3 7
## YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
## 1 9 6 8
## 2 4 1 4
## 3 1 0 0
## 4 4 1 2
## 5 7 0 4
## 6 12 12 8
## 7 8 0 0
## 8 7 7 7
## 9 9 1 8
## 10 0 0 0
## 11 1 0 0
## 12 1 1 0
## 13 8 1 7
## 14 3 0 3
## 15 0 0 0
## 16 9 3 7
## 17 3 0 2
## 18 7 1 7
## 19 7 7 3
## 20 8 7 7
## 21 2 4 1
## 22 4 1 3
## 23 2 1 4
## 24 2 2 1
## 25 7 0 7
## 26 3 9 7
## 27 2 1 2
## 28 2 1 2
## 29 2 1 3
## 30 2 1 2
## 31 4 1 4
## 32 7 0 9
## 33 7 0 7
## 34 4 0 3
## 35 0 1 0
## 36 1 2 2
## 37 4 4 8
## 38 2 0 3
## 39 9 13 3
## 40 0 0 0
## 41 2 2 2
## 42 2 2 2
## 43 0 0 2
## 44 7 5 4
## 45 0 0 0
## 46 4 4 3
## 47 2 1 4
## 48 2 0 3
## 49 5 1 3
## 50 3 1 3
## 51 6 1 16
## 52 7 3 0
## 53 0 0 2
## 54 7 0 7
## 55 11 5 9
## 56 8 1 6
## 57 9 7 8
## 58 3 1 4
## 59 7 1 7
## 60 2 0 2
## 61 15 1 12
## 62 2 0 3
## 63 0 0 0
## 64 9 13 14
## 65 2 0 0
## 66 2 0 2
## 67 9 3 8
## 68 4 1 2
## 69 2 2 1
## 70 0 0 0
## 71 1 0 0
## 72 11 13 17
## 73 3 1 4
## 74 3 0 4
## 75 2 2 2
## 76 2 1 2
## 77 2 1 2
## 78 7 0 7
## 79 10 0 7
## 80 2 0 4
## 81 7 7 7
## 82 1 0 9
## 83 0 0 0
## 84 9 1 8
## 85 7 0 8
## 86 3 0 2
## 87 6 2 11
## 88 7 15 12
## 89 2 0 0
## 90 3 1 2
## 91 7 6 7
## 92 8 5 8
## 93 2 1 4
## 94 3 0 7
## 95 4 1 2
## 96 1 2 2
## 97 0 0 0
## 98 0 7 9
## 99 2 1 5
## 100 0 0 0
## 101 0 0 0
## 102 8 5 8
## 103 7 5 6
## 104 3 1 3
## 105 0 0 0
## 106 7 1 3
## 107 2 0 2
## 108 2 1 4
## 109 2 0 2
## 110 3 4 4
## 111 2 3 2
## 112 6 0 13
## 113 2 1 3
## 114 7 1 7
## 115 0 0 0
## 116 2 2 2
## 117 9 5 7
## 118 4 1 9
## 119 0 0 0
## 120 10 1 8
## 121 13 5 8
## 122 4 0 4
## 123 0 0 0
## 124 2 0 3
## 125 7 6 13
## 126 0 2 2
## 127 0 0 0
## 128 10 15 7
## 129 2 1 2
## 130 2 1 2
## 131 9 9 8
## 132 6 14 17
## 133 1 0 7
## 134 2 2 2
## 135 0 1 0
## 136 7 6 2
## 137 8 4 11
## 138 0 0 0
## 139 2 1 2
## 140 2 2 2
## 141 9 0 15
## 142 7 14 9
## 143 2 3 3
## 144 4 1 4
## 145 8 7 7
## 146 7 7 7
## 147 0 0 0
## 148 0 0 0
## 149 3 0 2
## 150 6 2 13
## 151 2 0 2
## 152 2 2 2
## 153 3 11 11
## 154 7 0 2
## 155 2 2 3
## 156 2 3 2
## 157 4 0 0
## 158 4 1 0
## 159 0 0 0
## 160 0 2 3
## 161 0 0 0
## 162 6 1 7
## 163 2 1 3
## 164 7 7 7
## 165 3 1 3
## 166 2 1 2
## 167 10 11 10
## 168 4 1 4
## 169 8 3 8
## 170 4 0 3
## 171 3 0 1
## 172 2 1 2
## 173 6 0 7
## 174 2 2 1
## 175 2 0 4
## 176 7 1 7
## 177 2 0 2
## 178 0 0 1
## 179 2 0 1
## 180 11 11 11
## 181 2 2 0
## 182 3 1 4
## 183 2 0 2
## 184 4 0 4
## 185 10 3 9
## 186 7 8 10
## 187 6 8 6
## 188 2 1 2
## 189 4 1 4
## 190 7 1 7
## 191 8 2 7
## 192 8 0 7
## 193 15 1 10
## 194 2 2 2
## 195 4 0 6
## 196 2 2 2
## 197 2 0 2
## 198 4 1 4
## 199 9 0 10
## 200 3 2 3
## 201 16 0 11
## 202 3 0 3
## 203 2 1 2
## 204 7 7 7
## 205 2 0 2
## 206 2 0 2
## 207 5 0 7
## 208 7 1 7
## 209 2 1 2
## 210 0 0 6
## 211 4 0 4
## 212 9 9 8
## 213 7 4 12
## 214 3 1 3
## 215 2 1 2
## 216 10 5 7
## 217 0 0 0
## 218 2 6 7
## 219 2 0 2
## 220 9 0 9
## 221 9 1 2
## 222 2 2 2
## 223 17 11 15
## 224 18 15 15
## 225 2 2 2
## 226 7 0 0
## 227 6 1 1
## 228 2 0 2
## 229 3 0 2
## 230 7 12 17
## 231 0 0 0
## 232 3 0 3
## 233 9 14 13
## 234 4 4 3
## 235 7 0 8
## 236 2 2 2
## 237 1 0 0
## 238 7 0 7
## 239 10 4 13
## 240 9 7 7
## 241 2 1 2
## 242 7 0 7
## 243 1 7 7
## 244 4 0 1
## 245 7 2 13
## 246 5 1 2
## 247 2 2 2
## 248 2 0 2
## 249 8 4 7
## 250 2 2 2
## 251 2 2 2
## 252 16 5 10
## 253 6 12 6
## 254 0 0 0
## 255 9 4 9
## 256 3 1 3
## 257 2 0 2
## 258 4 1 7
## 259 7 7 4
## 260 7 11 16
## 261 7 0 0
## 262 8 9 6
## 263 8 6 0
## 264 3 0 1
## 265 2 1 3
## 266 4 0 3
## 267 3 1 2
## 268 7 5 7
## 269 0 0 0
## 270 10 10 1
## 271 2 0 3
## 272 0 0 0
## 273 4 1 7
## 274 0 0 0
## 275 0 0 0
## 276 2 1 2
## 277 7 0 7
## 278 9 0 9
## 279 3 0 2
## 280 0 0 0
## 281 1 0 3
## 282 7 2 8
## 283 4 7 0
## 284 4 0 3
## 285 3 0 0
## 286 4 1 2
## 287 7 1 0
## 288 3 1 2
## 289 0 0 0
## 290 2 2 2
## 291 2 2 3
## 292 3 4 3
## 293 4 1 1
## 294 6 0 8
## 295 0 0 0
## 296 8 3 9
## 297 8 5 7
## 298 0 0 1
## 299 0 1 7
## 300 6 7 7noAttritionDataframe$BusinessTravelNumeric <- as.numeric(factor(noAttritionDataframe$BusinessTravel,
levels = c("Travel_Frequently", "Travel_Rarely", "Non-Travel"),
labels = c(2,1,0), ordered = TRUE))
columnsForModelSelection = c("ID","JobInvolvement", "JobSatisfaction", "StockOptionLevel", "TotalWorkingYears")
noAttritionDataframe = noAttritionDataframe[,columnsForModelSelection]
noAttritionDataframe## ID JobInvolvement JobSatisfaction StockOptionLevel TotalWorkingYears
## 1 1171 4 3 2 10
## 2 1172 3 3 1 5
## 3 1173 3 3 1 1
## 4 1174 3 4 0 30
## 5 1175 2 3 2 10
## 6 1176 2 1 0 23
## 7 1177 3 4 2 16
## 8 1178 3 1 3 10
## 9 1179 2 1 0 10
## 10 1180 3 3 0 12
## 11 1181 3 2 1 3
## 12 1182 3 2 0 1
## 13 1183 3 2 2 11
## 14 1184 3 3 0 30
## 15 1185 3 3 0 14
## 16 1186 2 3 0 20
## 17 1187 2 2 0 5
## 18 1188 2 4 2 9
## 19 1189 3 4 0 12
## 20 1190 3 4 2 9
## 21 1191 2 2 0 6
## 22 1192 3 4 1 32
## 23 1193 3 1 0 9
## 24 1194 3 4 1 3
## 25 1195 1 1 1 24
## 26 1196 3 4 0 10
## 27 1197 1 2 1 10
## 28 1198 3 3 0 3
## 29 1199 2 2 2 12
## 30 1200 3 2 0 4
## 31 1201 2 4 0 6
## 32 1202 3 2 0 19
## 33 1203 4 3 0 9
## 34 1204 1 3 1 6
## 35 1205 2 1 0 1
## 36 1206 3 3 2 4
## 37 1207 3 2 1 23
## 38 1208 3 3 0 12
## 39 1209 2 4 1 21
## 40 1210 2 4 0 25
## 41 1211 3 3 0 19
## 42 1212 3 4 0 3
## 43 1213 3 3 3 21
## 44 1214 3 4 0 25
## 45 1215 2 2 1 9
## 46 1216 3 4 0 28
## 47 1217 3 4 0 31
## 48 1218 2 2 2 5
## 49 1219 4 3 0 7
## 50 1220 2 3 2 5
## 51 1221 2 1 0 34
## 52 1222 3 3 0 8
## 53 1223 3 4 1 4
## 54 1224 3 4 1 18
## 55 1225 2 3 1 17
## 56 1226 3 3 1 21
## 57 1227 3 4 0 10
## 58 1228 3 4 1 9
## 59 1229 2 1 1 12
## 60 1230 4 4 1 10
## 61 1231 3 3 0 21
## 62 1232 3 3 1 6
## 63 1233 2 1 0 1
## 64 1234 3 1 0 22
## 65 1235 3 4 0 10
## 66 1236 3 1 0 6
## 67 1237 3 4 0 33
## 68 1238 3 4 0 8
## 69 1239 3 4 2 3
## 70 1240 4 2 0 18
## 71 1241 2 2 0 10
## 72 1242 3 4 0 20
## 73 1243 3 1 2 9
## 74 1244 3 1 1 16
## 75 1245 3 4 1 12
## 76 1246 3 1 0 5
## 77 1247 3 3 0 15
## 78 1248 2 1 0 10
## 79 1249 3 2 0 12
## 80 1250 3 2 1 8
## 81 1251 3 3 2 10
## 82 1252 4 4 1 16
## 83 1253 3 1 2 17
## 84 1254 2 2 2 14
## 85 1255 3 4 1 12
## 86 1256 4 3 1 24
## 87 1257 3 2 0 13
## 88 1258 2 3 0 33
## 89 1259 2 3 0 26
## 90 1260 2 1 0 6
## 91 1261 4 4 1 9
## 92 1262 3 4 1 9
## 93 1263 3 4 0 6
## 94 1264 3 2 0 28
## 95 1265 3 1 1 5
## 96 1266 3 4 1 7
## 97 1267 1 4 1 19
## 98 1268 3 1 1 10
## 99 1269 3 3 0 7
## 100 1270 2 2 0 1
## 101 1271 3 4 0 16
## 102 1272 2 3 0 12
## 103 1273 3 4 1 7
## 104 1274 3 3 3 21
## 105 1275 2 1 1 1
## 106 1276 4 4 0 8
## 107 1277 4 1 1 9
## 108 1278 3 4 1 8
## 109 1279 3 1 0 7
## 110 1280 4 4 0 23
## 111 1281 3 3 1 5
## 112 1282 3 2 0 17
## 113 1283 2 4 2 9
## 114 1284 3 4 1 9
## 115 1285 3 4 1 29
## 116 1286 2 4 1 7
## 117 1287 3 2 1 12
## 118 1288 3 4 3 10
## 119 1289 2 2 3 1
## 120 1290 3 3 0 38
## 121 1291 3 2 2 16
## 122 1292 2 3 0 28
## 123 1293 3 3 1 27
## 124 1294 4 4 1 17
## 125 1295 4 1 1 17
## 126 1296 3 4 1 28
## 127 1297 3 3 0 1
## 128 1298 2 3 1 28
## 129 1299 3 1 1 24
## 130 1300 2 3 0 4
## 131 1301 3 3 1 14
## 132 1302 3 1 1 24
## 133 1303 2 3 0 25
## 134 1304 2 2 0 7
## 135 1305 3 4 1 24
## 136 1306 4 2 1 10
## 137 1307 3 4 1 17
## 138 1308 2 2 1 4
## 139 1309 1 3 3 3
## 140 1310 2 2 0 6
## 141 1311 3 2 1 20
## 142 1312 3 4 1 24
## 143 1313 3 4 0 18
## 144 1314 3 3 0 8
## 145 1315 3 2 3 10
## 146 1316 3 2 0 8
## 147 1317 1 4 0 16
## 148 1318 1 3 0 1
## 149 1319 3 4 0 5
## 150 1320 2 4 1 36
## 151 1321 2 4 1 2
## 152 1322 3 4 0 19
## 153 1323 2 2 1 22
## 154 1324 3 3 0 9
## 155 1325 2 4 0 5
## 156 1326 2 1 1 4
## 157 1327 2 3 3 5
## 158 1328 2 2 0 9
## 159 1329 3 4 0 0
## 160 1330 2 1 1 10
## 161 1331 3 1 1 18
## 162 1332 1 2 2 8
## 163 1333 3 1 0 8
## 164 1334 3 3 2 10
## 165 1335 4 4 1 17
## 166 1336 3 4 0 6
## 167 1337 3 2 1 31
## 168 1338 3 2 1 6
## 169 1339 4 3 3 20
## 170 1340 3 3 0 5
## 171 1341 4 1 0 6
## 172 1342 3 1 0 10
## 173 1343 2 1 0 9
## 174 1344 3 4 0 2
## 175 1345 3 2 1 5
## 176 1346 2 2 1 10
## 177 1347 3 1 1 7
## 178 1348 2 4 1 1
## 179 1349 3 4 1 26
## 180 1350 4 4 1 23
## 181 1351 1 4 1 5
## 182 1352 4 3 2 6
## 183 1353 2 3 1 5
## 184 1354 2 2 1 14
## 185 1355 2 2 1 25
## 186 1356 3 1 0 18
## 187 1357 2 2 0 21
## 188 1358 2 3 0 2
## 189 1359 3 3 1 33
## 190 1360 3 3 0 9
## 191 1361 2 2 3 11
## 192 1362 2 3 1 11
## 193 1363 4 1 0 16
## 194 1364 3 3 1 8
## 195 1365 3 3 0 7
## 196 1366 2 4 0 4
## 197 1367 3 1 3 11
## 198 1368 1 3 1 6
## 199 1369 3 2 1 33
## 200 1370 3 3 2 9
## 201 1371 3 3 1 21
## 202 1372 3 4 1 5
## 203 1373 3 3 3 7
## 204 1374 1 1 1 17
## 205 1375 2 3 3 27
## 206 1376 3 4 1 7
## 207 1377 3 4 0 7
## 208 1378 3 2 0 13
## 209 1379 3 2 0 8
## 210 1380 3 4 1 32
## 211 1381 3 1 0 7
## 212 1382 3 4 2 12
## 213 1383 4 1 0 17
## 214 1384 4 3 1 9
## 215 1385 3 1 1 8
## 216 1386 3 3 1 12
## 217 1387 4 3 2 5
## 218 1388 3 3 2 10
## 219 1389 3 4 2 4
## 220 1390 3 4 0 18
## 221 1391 2 3 3 10
## 222 1392 3 2 2 2
## 223 1393 3 4 0 22
## 224 1394 3 3 0 23
## 225 1395 2 4 2 4
## 226 1396 3 3 0 10
## 227 1397 3 3 0 9
## 228 1398 3 3 2 10
## 229 1399 1 4 3 6
## 230 1400 3 1 1 18
## 231 1401 3 1 1 1
## 232 1402 3 1 0 5
## 233 1403 4 1 2 26
## 234 1404 1 3 0 6
## 235 1405 3 4 0 10
## 236 1406 4 3 0 7
## 237 1407 3 4 0 7
## 238 1408 1 1 1 9
## 239 1409 3 1 0 37
## 240 1410 3 2 0 37
## 241 1411 3 3 0 4
## 242 1412 3 2 0 12
## 243 1413 3 3 1 29
## 244 1414 3 2 0 15
## 245 1415 3 2 1 20
## 246 1416 4 2 1 6
## 247 1417 3 4 1 7
## 248 1418 3 4 1 3
## 249 1419 4 2 0 10
## 250 1420 3 3 0 4
## 251 1421 2 2 0 5
## 252 1422 1 3 2 21
## 253 1423 2 4 3 23
## 254 1424 3 4 3 0
## 255 1425 3 3 1 23
## 256 1426 2 4 0 20
## 257 1427 4 3 1 9
## 258 1428 3 3 0 10
## 259 1429 2 4 0 8
## 260 1430 3 1 1 22
## 261 1431 4 4 2 31
## 262 1432 3 3 1 10
## 263 1433 3 3 0 10
## 264 1434 3 3 2 12
## 265 1435 4 3 1 5
## 266 1436 3 4 1 8
## 267 1437 4 4 0 11
## 268 1438 4 4 2 13
## 269 1439 2 1 0 11
## 270 1440 3 3 1 16
## 271 1441 1 4 2 20
## 272 1442 4 1 2 1
## 273 1443 3 1 0 10
## 274 1444 4 2 0 1
## 275 1445 2 4 0 1
## 276 1446 3 1 0 11
## 277 1447 2 1 0 7
## 278 1448 3 3 1 10
## 279 1449 1 3 1 10
## 280 1450 3 4 0 1
## 281 1451 2 4 1 6
## 282 1452 1 4 1 10
## 283 1453 2 3 1 13
## 284 1454 3 3 1 18
## 285 1455 3 2 0 7
## 286 1456 2 3 0 5
## 287 1457 1 4 1 10
## 288 1458 3 2 0 4
## 289 1459 3 3 1 19
## 290 1460 3 3 0 3
## 291 1461 3 2 0 10
## 292 1462 3 1 2 6
## 293 1463 2 2 1 6
## 294 1464 2 2 0 17
## 295 1465 3 4 0 1
## 296 1466 3 3 0 16
## 297 1467 3 3 0 12
## 298 1468 1 3 0 1
## 299 1469 4 4 1 25
## 300 1470 3 4 1 8trainingPercent = nrow(yesAttritionTrainingDataframe) / nrow(noAttritionTrainingDataframe)
columnCombinations = c(2, 4, 6, 7, 9)
trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
trainingDataSet## Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 1005 No 3 1 1 3
## 629 No 3 3 2 3
## 369 No 4 1 3 3
## 1031 No 3 2 2 3
## 1040 No 3 2 3 3
## 103 No 3 2 3 3
## 826 No 3 5 4 3
## 1063 No 3 2 4 4
## 578 No 2 1 3 3
## 537 No 3 3 2 3
## 291 No 3 1 4 3
## 296 No 3 1 3 3
## 171 No 3 2 4 4
## 702 No 3 2 3 4
## 882 No 3 1 2 4
## 639 No 4 1 4 3
## 252 No 3 2 4 3
## 609 No 4 1 1 3
## 345 No 3 2 1 3
## 932 No 3 3 4 3
## 416 No 3 2 4 3
## 840 No 2 5 2 3
## 1103 No 2 2 4 3
## 842 No 2 3 1 3
## 97 No 3 4 2 3
## 84 No 4 2 1 3
## 701 No 2 1 2 3
## 836 No 3 3 2 3
## 682 No 3 1 4 4
## 223 No 3 2 4 4
## 981 No 2 1 3 4
## 386 No 3 3 1 3
## 96 No 3 2 3 4
## 1116 No 2 1 1 3
## 713 No 4 1 2 3
## 497 No 3 1 4 4
## 326 No 3 1 3 3
## 455 No 2 4 1 3
## 169 No 3 2 1 3
## 234 No 3 2 1 3
## 1008 No 3 2 4 3
## 1145 No 3 2 4 3
## 1044 No 3 2 4 3
## 446 No 3 1 4 3
## 161 No 2 2 4 3
## 1117 No 3 2 2 3
## 1147 No 4 2 3 3
## 608 No 4 2 1 4
## 48 No 2 3 3 3
## 783 No 3 1 2 3
## 493 No 2 2 3 3
## 405 No 2 1 1 3
## 521 No 2 1 4 3
## 1013 No 2 2 2 3
## 110 No 3 1 1 3
## 100 No 2 1 2 3
## 1042 No 2 1 1 3
## 242 No 3 5 2 4
## 251 No 2 1 3 3
## 404 No 3 3 1 3
## 322 No 3 1 4 3
## 741 No 2 2 3 3
## 462 No 3 1 2 3
## 871 No 3 2 4 4
## 1097 No 2 1 1 3
## 401 No 1 2 4 4
## 228 No 4 1 2 3
## 547 No 3 3 2 3
## 187 No 4 2 3 3
## 373 No 3 3 1 3
## 768 No 1 3 1 3
## 523 No 3 3 1 3
## 442 No 3 1 3 3
## 272 No 3 2 2 3
## 107 No 3 2 3 3
## 792 No 3 1 2 3
## 764 No 3 2 3 3
## 808 No 3 1 4 4
## 183 No 4 1 3 3
## 1079 No 3 2 2 3
## 477 No 2 2 3 3
## 877 No 3 2 2 3
## 968 No 2 3 3 3
## 475 No 3 1 3 3
## 256 No 3 1 3 3
## 603 No 4 3 1 3
## 736 No 4 2 3 3
## 858 No 2 3 3 4
## 919 No 3 1 2 4
## 1144 No 3 2 4 3
## 196 No 3 1 4 3
## 964 No 4 2 2 3
## 114 No 3 2 1 3
## 691 No 3 2 3 3
## 538 No 3 1 3 3
## 663 No 3 3 4 3
## 870 No 3 2 2 3
## 1066 No 3 1 1 3
## 76 No 3 2 4 4
## 844 No 3 3 4 3
## 490 No 3 2 3 3
## 638 No 3 3 3 3
## 27 No 3 2 2 3
## 551 No 2 5 3 3
## 819 No 2 1 4 3
## 200 No 2 1 2 4
## 1140 No 2 4 3 4
## 3 No 3 3 4 3
## 406 No 2 4 4 3
## 931 No 3 2 3 3
## 484 No 3 1 1 3
## 969 No 3 4 1 4
## 988 No 3 2 4 3
## 19 No 4 1 4 3
## 413 No 3 1 2 4
## 1107 No 3 1 1 3
## 1149 No 3 1 4 3
## 659 No 2 2 2 3
## 1153 No 3 2 3 3
## 14 No 3 1 2 3
## 492 No 3 4 1 3
## 585 No 3 2 4 3
## 1010 No 3 2 3 4
## 967 No 2 1 1 3
## 372 No 3 3 1 3
## 952 No 3 2 1 3
## 432 No 3 1 3 3
## 225 No 3 1 4 3
## 624 No 3 3 4 3
## 681 No 2 2 1 3
## 823 No 2 2 3 4
## 193 No 3 2 3 3
## 16 No 3 2 3 3
## 126 No 3 2 4 3
## 721 No 3 3 3 3
## 685 No 3 1 4 3
## 264 No 3 1 4 3
## 314 No 2 2 3 3
## 364 No 3 5 3 3
## 924 No 4 2 1 3
## 557 No 3 2 3 3
## 22 No 4 2 2 3
## 52 No 3 5 1 4
## 738 No 2 2 4 3
## 637 No 3 4 1 3
## 143 No 3 3 3 3
## 980 No 2 5 3 3
## 582 No 3 4 4 3
## 905 No 3 4 4 3
## 532 No 3 2 3 3
## 797 No 3 4 4 3
## 916 No 3 2 3 3
## 915 No 3 2 3 3
## 1099 No 3 1 2 3
## 240 No 2 3 1 3
## 260 No 3 1 3 3
## 248 No 2 1 2 3
## 1156 No 3 4 2 3
## 1163 No 3 1 4 3
## 864 No 3 4 3 3
## 306 No 2 1 4 3
## 135 No 2 2 3 3
## 209 No 3 1 1 3
## 589 No 3 1 3 3
## 1119 No 2 3 2 3
## 956 No 1 3 3 4
## 892 No 3 3 2 3
## 1025 No 2 4 1 3
## 1053 No 3 2 3 3
## 972 No 3 2 4 3
## 724 No 2 3 4 3
## 376 No 1 4 4 3
## 1122 No 4 4 4 4
## 725 No 3 1 3 3
## 646 No 2 3 4 3
## 148 No 3 2 1 3
## 1138 No 3 2 1 3
## 770 No 2 2 3 3
## 580 No 3 2 4 3
## 1090 No 2 2 4 3
## 690 No 3 1 2 3
## 389 No 3 2 4 3
## 221 No 3 2 4 4
## 880 No 2 4 2 3
## 307 No 3 1 4 3
## 667 No 3 3 4 3
## 419 No 2 2 4 3
## 335 No 2 5 4 4
## 810 No 3 1 2 3
## 902 No 3 2 3 3
## 606 No 4 4 3 3
## 28 Yes 3 2 1 3
## 29 Yes 3 3 1 3
## 37 Yes 2 3 1 3
## 38 Yes 2 2 1 3
## 47 Yes 1 2 2 3
## 49 Yes 3 1 2 3
## 57 Yes 4 1 3 3
## 60 Yes 1 1 4 3
## 61 Yes 2 3 4 3
## 65 Yes 3 1 2 3
## 73 Yes 2 2 3 3
## 75 Yes 3 3 2 3
## 81 Yes 1 2 2 3
## 88 Yes 2 1 2 4
## 92 Yes 2 3 1 3
## 93 Yes 2 1 3 3
## 109 Yes 3 2 2 4
## 127 Yes 1 1 1 4
## 137 Yes 2 1 1 3
## 139 Yes 3 1 1 4
## 151 Yes 3 2 1 3
## 158 Yes 3 4 4 3
## 162 Yes 2 3 1 3
## 166 Yes 2 1 3 3
## 177 Yes 3 5 1 3
## 178 Yes 3 1 1 3
## 201 Yes 4 4 2 3
## 204 Yes 1 1 2 3
## 207 Yes 1 2 3 3
## 208 Yes 3 2 1 3
## 222 Yes 3 2 1 3
## 233 Yes 1 4 3 3
## 236 Yes 2 3 3 3
## 244 Yes 2 1 1 3
## 254 Yes 4 1 1 3
## 261 Yes 2 1 4 3
## 262 Yes 2 1 1 3
## 263 Yes 3 1 4 3
## 268 Yes 3 1 2 3
## 279 Yes 2 2 3 3
## 287 Yes 3 1 2 4
## 298 Yes 1 2 3 4
## 299 Yes 2 1 1 4
## 300 Yes 1 1 4 3
## 305 Yes 3 1 3 4
## 313 Yes 3 1 3 3
## 332 Yes 1 3 4 3
## 333 Yes 3 1 2 3
## 336 Yes 2 2 3 4
## 339 Yes 3 2 3 3
## 358 Yes 2 1 2 3
## 362 Yes 4 1 1 3
## 363 Yes 1 5 4 3
## 377 Yes 4 1 1 3
## 380 Yes 3 1 3 3
## 385 Yes 3 1 3 3
## 390 Yes 2 1 2 3
## 398 Yes 3 1 3 3
## 415 Yes 1 1 3 3
## 423 Yes 1 2 3 3
## 429 Yes 2 1 3 3
## 433 Yes 2 2 1 4
## 437 Yes 3 1 3 3
## 439 Yes 2 1 3 3
## 443 Yes 3 1 3 3
## 453 Yes 3 2 4 3
## 465 Yes 2 1 3 3
## 469 Yes 1 2 1 3
## 472 Yes 2 1 4 4
## 485 Yes 3 3 4 3
## 486 Yes 3 2 4 3
## 487 Yes 3 1 4 3
## 489 Yes 2 3 3 3
## 501 Yes 2 3 1 3
## 502 Yes 2 1 3 3
## 503 Yes 3 1 3 3
## 507 Yes 3 1 3 3
## 510 Yes 3 5 3 3
## 517 Yes 2 1 2 3
## 520 Yes 3 1 4 3
## 522 Yes 3 1 2 3
## 530 Yes 3 1 2 3
## 535 Yes 1 1 1 3
## 539 Yes 3 1 2 3
## 568 Yes 2 2 1 3
## 572 Yes 3 1 4 3
## 588 Yes 2 1 1 4
## 592 Yes 2 2 2 4
## 593 Yes 3 1 3 3
## 600 Yes 3 1 4 3
## 605 Yes 1 1 2 3
## 613 Yes 3 1 1 4
## 614 Yes 2 1 2 3
## 621 Yes 2 1 4 3
## 625 Yes 2 1 1 3
## 640 Yes 3 1 1 3
## 644 Yes 1 1 1 4
## 645 Yes 2 1 1 3
## 647 Yes 3 1 3 3
## 650 Yes 3 1 1 3
## 655 Yes 2 1 3 3
## 668 Yes 1 1 4 3
## 669 Yes 3 2 3 3
## 674 Yes 3 1 2 3
## 687 Yes 3 3 4 3
## 689 Yes 2 1 4 4
## 692 Yes 3 3 2 3
## 694 Yes 3 1 4 4
## 699 Yes 3 1 4 3
## 704 Yes 3 1 2 3
## 716 Yes 1 1 3 3
## 719 Yes 3 2 4 4
## 729 Yes 1 1 4 3
## 732 Yes 3 2 3 3
## 733 Yes 2 1 2 3
## 734 Yes 4 2 3 3
## 747 Yes 2 1 1 3
## 751 Yes 3 1 4 3
## 752 Yes 3 1 2 3
## 754 Yes 3 3 2 4
## 760 Yes 1 5 2 3
## 761 Yes 2 1 1 4
## 774 Yes 2 1 3 3
## 780 Yes 3 1 4 3
## 781 Yes 3 1 2 4
## 788 Yes 2 2 2 3
## 796 Yes 3 1 1 3
## 798 Yes 3 1 1 3
## 799 Yes 2 1 2 4
## 804 Yes 3 3 1 4
## 820 Yes 3 2 3 3
## 824 Yes 3 1 3 3
## 827 Yes 3 3 3 3
## 832 Yes 3 1 3 3
## 841 Yes 3 1 3 3
## 849 Yes 2 2 3 3
## 851 Yes 1 2 3 3
## 857 Yes 3 1 1 3
## 860 Yes 3 3 4 3
## 863 Yes 4 2 4 3
## 873 Yes 4 4 3 3
## 876 Yes 3 2 4 3
## 878 Yes 2 1 3 4
## 881 Yes 3 3 4 3
## 886 Yes 3 2 3 3
## 893 Yes 2 3 4 3
## 897 Yes 3 3 1 4
## 909 Yes 3 1 3 3
## 923 Yes 3 2 3 3
## 934 Yes 2 1 4 3
## 935 Yes 3 1 1 3
## 936 Yes 3 1 1 3
## 938 Yes 1 3 4 3
## 941 Yes 3 1 1 3
## 947 Yes 3 1 2 3
## 949 Yes 3 1 3 3
## 950 Yes 4 2 3 3
## 960 Yes 3 5 2 3
## 970 Yes 3 1 2 3
## 976 Yes 2 1 4 3
## 978 Yes 3 1 1 3
## 986 Yes 4 1 3 3
## 987 Yes 2 1 4 3
## 1000 Yes 3 1 4 4
## 1011 Yes 3 3 3 3
## 1014 Yes 3 2 1 3
## 1015 Yes 2 2 1 3
## 1029 Yes 3 2 3 3
## 1030 Yes 2 3 1 3
## 1036 Yes 3 1 3 3
## 1041 Yes 2 1 2 3
## 1046 Yes 2 1 2 3
## 1047 Yes 3 2 2 3
## 1049 Yes 3 1 3 3
## 1050 Yes 1 2 4 3
## 1051 Yes 2 3 4 3
## 1056 Yes 3 1 1 3
## 1064 Yes 3 1 4 4
## 1083 Yes 3 1 1 3
## 1098 Yes 2 1 4 3
## 1100 Yes 3 2 1 3
## 1113 Yes 3 3 3 3
## 1114 Yes 3 2 3 3
## 1121 Yes 2 3 1 3
## 1126 Yes 1 1 1 4
## 1127 Yes 3 1 3 3
## 1135 Yes 3 1 1 4
## 1154 Yes 3 1 4 3
## 1157 Yes 2 1 3 3
## 1161 Yes 3 1 3 3
## 1165 Yes 2 1 3 3
## StockOptionLevel TotalWorkingYears WorkLifeBalance BusinessTravelNumeric
## 1005 1 10 2 2
## 629 1 23 3 1
## 369 1 4 3 2
## 1031 3 4 2 2
## 1040 1 11 2 2
## 103 1 6 3 3
## 826 2 23 3 2
## 1063 1 15 1 1
## 578 0 7 3 3
## 537 0 10 3 2
## 291 2 8 3 2
## 296 1 5 3 2
## 171 1 10 2 2
## 702 0 6 2 2
## 882 1 7 3 2
## 639 2 6 3 2
## 252 2 12 3 3
## 609 0 8 3 2
## 345 3 8 3 2
## 932 0 10 3 2
## 416 1 15 3 3
## 840 0 29 3 2
## 1103 1 13 3 3
## 842 0 10 2 2
## 97 1 23 4 2
## 84 2 13 3 2
## 701 0 1 3 2
## 836 1 9 3 3
## 682 1 8 3 1
## 223 1 7 3 3
## 981 2 6 3 2
## 386 1 15 3 2
## 96 0 20 3 2
## 1116 1 8 2 1
## 713 0 7 2 2
## 497 2 8 2 2
## 326 0 1 3 2
## 455 1 21 1 2
## 169 2 18 3 2
## 234 1 16 3 2
## 1008 1 10 3 2
## 1145 0 14 3 1
## 1044 1 18 2 2
## 446 1 17 2 2
## 161 2 10 2 2
## 1117 0 18 2 2
## 1147 0 6 4 2
## 608 1 8 3 2
## 48 2 9 3 2
## 783 1 7 4 2
## 493 0 8 3 2
## 405 0 6 2 2
## 521 0 6 3 1
## 1013 0 13 3 2
## 110 0 4 3 2
## 100 1 7 2 2
## 1042 0 6 3 2
## 242 0 22 3 1
## 251 3 1 2 3
## 404 2 9 3 2
## 322 1 10 2 2
## 741 0 6 3 2
## 462 0 15 3 2
## 871 1 7 3 1
## 1097 1 17 2 2
## 401 0 11 3 2
## 228 1 4 2 2
## 547 1 29 2 2
## 187 2 7 3 1
## 373 1 24 3 1
## 768 1 20 3 3
## 523 1 25 3 2
## 442 1 9 3 2
## 272 1 11 3 2
## 107 1 10 3 3
## 792 0 9 3 2
## 764 1 19 3 3
## 808 2 2 3 2
## 183 0 18 3 1
## 1079 0 10 3 2
## 477 2 9 3 2
## 877 1 8 4 3
## 968 2 10 3 2
## 475 1 4 2 2
## 256 0 7 2 3
## 603 3 9 2 2
## 736 0 9 2 2
## 858 1 10 3 1
## 919 0 1 3 2
## 1144 0 4 3 2
## 196 0 1 2 2
## 964 1 12 1 2
## 114 1 16 4 3
## 691 0 10 3 1
## 538 1 4 3 2
## 663 1 13 2 2
## 870 0 10 3 1
## 1066 1 5 4 2
## 76 0 12 3 1
## 844 1 10 2 2
## 490 0 10 3 2
## 638 1 9 2 2
## 27 1 10 3 2
## 551 1 22 3 2
## 819 0 6 3 2
## 200 1 1 3 2
## 1140 1 14 3 2
## 3 0 10 3 1
## 406 1 21 2 2
## 931 1 15 3 3
## 484 1 19 3 2
## 969 1 32 3 1
## 988 1 7 2 2
## 19 3 6 3 2
## 413 0 8 3 2
## 1107 2 9 2 2
## 1149 3 3 3 2
## 659 0 8 3 2
## 1153 0 20 2 1
## 14 1 1 3 2
## 492 0 25 3 2
## 585 0 9 4 2
## 1010 1 13 1 2
## 967 0 5 1 2
## 372 0 10 3 3
## 952 1 8 2 2
## 432 1 6 3 3
## 225 2 10 4 2
## 624 0 9 3 2
## 681 0 5 4 2
## 823 2 8 3 2
## 193 1 19 2 2
## 16 1 9 2 3
## 126 0 10 3 2
## 721 1 10 3 2
## 685 1 5 1 2
## 264 1 3 3 1
## 314 0 10 3 2
## 364 1 22 3 2
## 924 1 10 4 3
## 557 0 19 3 2
## 22 0 12 3 2
## 52 1 32 3 2
## 738 0 13 3 2
## 637 1 23 3 2
## 143 1 13 3 2
## 980 1 23 4 2
## 582 0 16 3 2
## 905 1 26 4 2
## 532 0 15 3 2
## 797 0 21 3 2
## 916 0 5 3 2
## 915 0 8 3 2
## 1099 1 8 3 2
## 240 3 19 3 2
## 260 1 7 2 2
## 248 1 3 3 2
## 1156 0 21 3 2
## 1163 0 11 4 1
## 864 2 28 2 1
## 306 0 6 2 3
## 135 1 9 4 1
## 209 1 8 3 2
## 589 0 8 3 2
## 1119 1 24 3 2
## 956 2 9 4 2
## 892 1 9 3 2
## 1025 1 21 2 1
## 1053 0 8 3 2
## 972 2 10 1 2
## 724 0 15 2 2
## 376 0 32 3 1
## 1122 0 27 2 3
## 725 0 8 3 2
## 646 1 15 2 2
## 148 1 8 1 2
## 1138 1 10 3 1
## 770 1 15 3 3
## 580 2 6 3 2
## 1090 0 6 3 2
## 690 3 13 3 3
## 389 0 17 2 2
## 221 0 6 3 2
## 880 0 29 2 2
## 307 0 8 3 2
## 667 1 11 3 1
## 419 1 14 2 2
## 335 1 30 3 3
## 810 1 6 2 2
## 902 1 11 2 1
## 606 0 32 3 2
## 28 0 6 3 2
## 29 0 15 2 2
## 37 0 15 3 2
## 38 3 16 3 2
## 47 0 10 3 2
## 49 0 0 3 1
## 57 0 7 3 1
## 60 0 1 3 1
## 61 1 16 3 2
## 65 1 1 1 2
## 73 0 8 3 2
## 75 0 10 2 2
## 81 0 15 1 2
## 88 1 5 1 2
## 92 1 11 1 2
## 93 0 7 3 2
## 109 1 13 4 2
## 127 0 10 3 1
## 137 1 1 3 2
## 139 0 8 1 2
## 151 0 9 1 2
## 158 3 21 3 1
## 162 0 10 2 3
## 166 0 2 2 2
## 177 1 24 3 2
## 178 1 6 3 1
## 201 0 22 2 3
## 204 0 10 3 2
## 207 0 7 2 2
## 208 0 17 3 2
## 222 2 5 3 1
## 233 0 25 1 1
## 236 0 17 1 2
## 244 0 6 3 2
## 254 0 2 3 2
## 261 0 3 4 1
## 262 0 11 1 2
## 263 1 8 1 2
## 268 0 1 3 2
## 279 0 6 3 2
## 287 0 1 3 2
## 298 0 9 3 1
## 299 0 4 3 3
## 300 0 5 2 2
## 305 0 7 3 2
## 313 0 7 1 1
## 332 0 14 2 2
## 333 3 6 2 1
## 336 0 14 3 1
## 339 0 5 3 1
## 358 0 6 4 2
## 362 0 1 3 1
## 363 1 33 3 2
## 377 0 18 3 2
## 380 0 7 3 2
## 385 3 18 4 2
## 390 0 3 3 1
## 398 0 2 3 2
## 415 1 3 2 1
## 423 0 12 2 2
## 429 0 4 1 2
## 433 0 20 3 1
## 437 0 5 2 2
## 439 0 3 3 2
## 443 0 5 1 2
## 453 0 10 3 2
## 465 1 6 3 1
## 469 0 7 3 3
## 472 0 1 2 1
## 485 1 40 2 2
## 486 0 8 1 2
## 487 0 1 2 2
## 489 0 23 3 2
## 501 0 31 2 2
## 502 0 6 3 2
## 503 2 19 3 1
## 507 0 1 3 2
## 510 0 23 3 2
## 517 3 1 3 2
## 520 0 5 3 2
## 522 3 1 3 2
## 530 3 7 3 2
## 535 0 7 2 2
## 539 0 6 3 2
## 568 1 10 3 2
## 572 0 1 2 2
## 588 0 10 3 2
## 592 0 16 4 2
## 593 1 5 4 1
## 600 1 6 2 2
## 605 0 2 3 2
## 613 0 13 4 2
## 614 0 1 4 2
## 621 0 1 3 1
## 625 0 8 2 1
## 640 1 5 3 2
## 644 1 5 3 3
## 645 1 5 1 3
## 647 0 0 3 3
## 650 0 10 1 2
## 655 0 4 3 1
## 668 3 8 3 2
## 669 1 10 3 2
## 674 1 10 2 1
## 687 0 9 3 1
## 689 0 1 2 2
## 692 1 10 2 3
## 694 0 3 3 1
## 699 0 0 4 1
## 704 0 6 3 2
## 716 1 1 3 2
## 719 0 13 4 1
## 729 0 1 1 2
## 732 0 12 2 2
## 733 0 1 3 1
## 734 0 6 3 3
## 747 3 4 3 2
## 751 0 2 3 1
## 752 0 3 4 1
## 754 3 14 3 2
## 760 0 26 3 2
## 761 0 3 3 2
## 774 1 2 2 2
## 780 3 4 4 2
## 781 0 4 2 2
## 788 0 11 2 2
## 796 0 10 3 1
## 798 0 1 3 2
## 799 0 1 4 3
## 804 0 9 3 2
## 820 0 6 3 2
## 824 1 2 2 1
## 827 3 10 3 2
## 832 0 0 2 2
## 841 0 0 3 2
## 849 2 8 3 2
## 851 1 4 3 2
## 857 0 8 3 2
## 860 1 10 3 2
## 863 0 9 2 3
## 873 0 24 2 2
## 876 1 19 4 2
## 878 0 2 1 1
## 881 1 28 4 2
## 886 1 4 4 2
## 893 0 9 3 2
## 897 0 11 2 2
## 909 0 2 2 2
## 923 1 9 2 2
## 934 1 3 2 1
## 935 0 1 3 2
## 936 0 4 2 1
## 938 0 18 3 1
## 941 0 15 1 2
## 947 0 1 3 2
## 949 1 8 2 1
## 950 0 8 3 1
## 960 0 40 3 2
## 970 1 5 3 2
## 976 0 4 2 2
## 978 0 6 3 2
## 986 0 8 3 1
## 987 1 1 3 1
## 1000 0 1 1 2
## 1011 2 17 3 1
## 1014 1 11 2 1
## 1015 0 9 2 1
## 1029 0 4 3 2
## 1030 1 24 3 2
## 1036 0 1 3 2
## 1041 0 6 4 1
## 1046 2 1 3 1
## 1047 2 7 3 2
## 1049 0 8 3 2
## 1050 2 7 2 2
## 1051 1 34 3 2
## 1056 1 6 3 2
## 1064 1 3 3 2
## 1083 1 1 2 1
## 1098 1 6 2 1
## 1100 0 10 1 2
## 1113 0 15 4 2
## 1114 1 18 3 1
## 1121 1 20 3 2
## 1126 0 1 4 1
## 1127 1 6 3 1
## 1135 0 10 4 2
## 1154 0 1 2 2
## 1157 3 5 3 2
## 1161 0 6 3 2
## 1165 1 8 3 1model = naiveBayes(trainingDataSet[, columnCombinations], trainingDataSet$Attrition, laplace = 1)
predictionDataframe = as.data.frame(predict(model, noAttritionDataframe[, c(2,3,4,5)]))## Warning in predict.naiveBayes(model, noAttritionDataframe[, c(2, 3,
## 4, 5)]): Type mismatch between training and new data for variable
## 'BusinessTravelNumeric'. Did you use factors with numeric labels for training,
## and numeric values for new data?predictionDataframe$ID = noAttritionDataframe[,1]
predictionDataframe$Prediction = predictionDataframe$`predict(model, noAttritionDataframe[, c(2, 3, 4, 5)])`
dropColumns = c("predict(model, noAttritionDataframe[, c(2, 3, 4, 5)])")
predictionDataframe = predictionDataframe[ , !(names(predictionDataframe) %in% dropColumns)]
fileLocation = paste("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/Predictions/AttritionPrediction.csv", sep="")
write.csv(predictionDataframe, fileLocation, row.names = TRUE)
predictionDataframe## ID Prediction
## 1 1171 No
## 2 1172 No
## 3 1173 No
## 4 1174 No
## 5 1175 No
## 6 1176 Yes
## 7 1177 No
## 8 1178 No
## 9 1179 Yes
## 10 1180 No
## 11 1181 No
## 12 1182 Yes
## 13 1183 No
## 14 1184 No
## 15 1185 No
## 16 1186 Yes
## 17 1187 Yes
## 18 1188 No
## 19 1189 No
## 20 1190 No
## 21 1191 Yes
## 22 1192 No
## 23 1193 Yes
## 24 1194 No
## 25 1195 Yes
## 26 1196 No
## 27 1197 Yes
## 28 1198 Yes
## 29 1199 No
## 30 1200 Yes
## 31 1201 Yes
## 32 1202 No
## 33 1203 No
## 34 1204 Yes
## 35 1205 Yes
## 36 1206 No
## 37 1207 No
## 38 1208 No
## 39 1209 No
## 40 1210 No
## 41 1211 No
## 42 1212 Yes
## 43 1213 No
## 44 1214 No
## 45 1215 Yes
## 46 1216 No
## 47 1217 No
## 48 1218 Yes
## 49 1219 Yes
## 50 1220 Yes
## 51 1221 Yes
## 52 1222 No
## 53 1223 No
## 54 1224 No
## 55 1225 No
## 56 1226 No
## 57 1227 No
## 58 1228 No
## 59 1229 Yes
## 60 1230 No
## 61 1231 No
## 62 1232 No
## 63 1233 Yes
## 64 1234 No
## 65 1235 No
## 66 1236 Yes
## 67 1237 No
## 68 1238 No
## 69 1239 No
## 70 1240 No
## 71 1241 Yes
## 72 1242 No
## 73 1243 No
## 74 1244 No
## 75 1245 No
## 76 1246 Yes
## 77 1247 No
## 78 1248 Yes
## 79 1249 No
## 80 1250 No
## 81 1251 No
## 82 1252 No
## 83 1253 No
## 84 1254 No
## 85 1255 No
## 86 1256 No
## 87 1257 No
## 88 1258 No
## 89 1259 No
## 90 1260 Yes
## 91 1261 No
## 92 1262 No
## 93 1263 No
## 94 1264 No
## 95 1265 No
## 96 1266 No
## 97 1267 Yes
## 98 1268 No
## 99 1269 No
## 100 1270 Yes
## 101 1271 No
## 102 1272 Yes
## 103 1273 No
## 104 1274 No
## 105 1275 Yes
## 106 1276 No
## 107 1277 No
## 108 1278 No
## 109 1279 Yes
## 110 1280 No
## 111 1281 No
## 112 1282 No
## 113 1283 No
## 114 1284 No
## 115 1285 No
## 116 1286 Yes
## 117 1287 No
## 118 1288 No
## 119 1289 Yes
## 120 1290 No
## 121 1291 No
## 122 1292 No
## 123 1293 No
## 124 1294 No
## 125 1295 No
## 126 1296 No
## 127 1297 Yes
## 128 1298 No
## 129 1299 No
## 130 1300 Yes
## 131 1301 No
## 132 1302 No
## 133 1303 No
## 134 1304 Yes
## 135 1305 No
## 136 1306 No
## 137 1307 No
## 138 1308 Yes
## 139 1309 Yes
## 140 1310 Yes
## 141 1311 No
## 142 1312 No
## 143 1313 No
## 144 1314 No
## 145 1315 No
## 146 1316 Yes
## 147 1317 Yes
## 148 1318 Yes
## 149 1319 No
## 150 1320 No
## 151 1321 Yes
## 152 1322 No
## 153 1323 No
## 154 1324 No
## 155 1325 Yes
## 156 1326 Yes
## 157 1327 Yes
## 158 1328 Yes
## 159 1329 Yes
## 160 1330 Yes
## 161 1331 No
## 162 1332 Yes
## 163 1333 Yes
## 164 1334 No
## 165 1335 No
## 166 1336 No
## 167 1337 No
## 168 1338 No
## 169 1339 No
## 170 1340 Yes
## 171 1341 Yes
## 172 1342 Yes
## 173 1343 Yes
## 174 1344 Yes
## 175 1345 No
## 176 1346 Yes
## 177 1347 No
## 178 1348 Yes
## 179 1349 No
## 180 1350 No
## 181 1351 Yes
## 182 1352 No
## 183 1353 Yes
## 184 1354 Yes
## 185 1355 No
## 186 1356 No
## 187 1357 Yes
## 188 1358 Yes
## 189 1359 No
## 190 1360 No
## 191 1361 No
## 192 1362 Yes
## 193 1363 No
## 194 1364 No
## 195 1365 No
## 196 1366 Yes
## 197 1367 No
## 198 1368 Yes
## 199 1369 No
## 200 1370 No
## 201 1371 No
## 202 1372 No
## 203 1373 No
## 204 1374 Yes
## 205 1375 No
## 206 1376 No
## 207 1377 No
## 208 1378 No
## 209 1379 Yes
## 210 1380 No
## 211 1381 Yes
## 212 1382 No
## 213 1383 No
## 214 1384 No
## 215 1385 No
## 216 1386 No
## 217 1387 No
## 218 1388 No
## 219 1389 No
## 220 1390 No
## 221 1391 No
## 222 1392 No
## 223 1393 No
## 224 1394 No
## 225 1395 Yes
## 226 1396 No
## 227 1397 No
## 228 1398 No
## 229 1399 Yes
## 230 1400 No
## 231 1401 Yes
## 232 1402 Yes
## 233 1403 No
## 234 1404 Yes
## 235 1405 No
## 236 1406 Yes
## 237 1407 No
## 238 1408 Yes
## 239 1409 No
## 240 1410 No
## 241 1411 Yes
## 242 1412 No
## 243 1413 No
## 244 1414 No
## 245 1415 No
## 246 1416 No
## 247 1417 No
## 248 1418 No
## 249 1419 Yes
## 250 1420 Yes
## 251 1421 Yes
## 252 1422 Yes
## 253 1423 No
## 254 1424 No
## 255 1425 No
## 256 1426 No
## 257 1427 No
## 258 1428 No
## 259 1429 Yes
## 260 1430 No
## 261 1431 No
## 262 1432 No
## 263 1433 No
## 264 1434 No
## 265 1435 No
## 266 1436 No
## 267 1437 No
## 268 1438 No
## 269 1439 Yes
## 270 1440 No
## 271 1441 Yes
## 272 1442 Yes
## 273 1443 Yes
## 274 1444 Yes
## 275 1445 Yes
## 276 1446 Yes
## 277 1447 Yes
## 278 1448 No
## 279 1449 Yes
## 280 1450 Yes
## 281 1451 Yes
## 282 1452 Yes
## 283 1453 No
## 284 1454 No
## 285 1455 Yes
## 286 1456 Yes
## 287 1457 Yes
## 288 1458 Yes
## 289 1459 No
## 290 1460 Yes
## 291 1461 No
## 292 1462 No
## 293 1463 Yes
## 294 1464 Yes
## 295 1465 Yes
## 296 1466 No
## 297 1467 No
## 298 1468 Yes
## 299 1469 No
## 300 1470 No